Items where Author is "Midi, Habshah "

Midi, Habshah and Hendi, Hasan Talib and Uraibi, Hassan and Arasan, Jayanthi and Ismaeel, Shelan Saied (2024) An efficient method of identification of influential observaions in multiple linear regression and its application to real data. Sains Malaysiana, 52 (12). pp. 3589-3602. ISSN 0126-6039; ESSN: 2735-0118

A. Baba, Ishaq and Midi, Habshah and June, Leong W. and Ibragimov, Gafurjan (2024) A modified reweighted fast consistent and high-breakdown estimator for high-dimensional datasets. Decision Analytics Journal, 10. art. no. 100424. pp. 1-11. ISSN 2772-6622

Saied Ismaeel, Shelan and Midi, Habshah and M. Taher Omar, Kurdistan (2024) A remedial measure of multicollinearity in multiple linear regression in the presence of high leverage points. Sains Malaysiana, 53 (4). pp. 907-920. ISSN 0126-6039

Ali, Dahir Abdi and Mohamed, Jama and Midi, Habshah (2022) Modelling the determinants of unemployment exit duration among graduates in a fragile state: a case of Somalia. Journal of Somali Studies : Research on Somalia and the Greater Horn of African Countries, 9 (2). 39 - 57. ISSN 2056-5674; ESSN: 2056-5682

Siti Zahariah and Midi, Habshah (2022) Minimum regularized covariance determinant and principal component analysis-based method for the identification of high leverage points in high dimensional sparse data. Journal of Applied Statistics. pp. 1-19. ISSN 0266-4763

Abdi Ali, Dahir and Mohamed Dahir, Ahmed and Midi, Habshah (2022) On the interactions among environmental degradation, energy consumption and economic growth: a time-frequency analysis using wavelets. International Journal of Environmental Studies, 1 (1). pp. 1-18. ISSN 0020-7233; ESSN: 1029-0400

Arasan, Jayanthi and Midi, Habshah (2022) Bootstrap based diagnostics for survival regression model with interval and right-censored data. Austrian Journal of Statistics, 52 (2). pp. 66-85. ISSN 1026-597X

Ab. Aziz, Nasuhar and Midi, Habshah (2022) Penalty function optimization in dual response surfaces based on decision maker's preference and its application to real data. Symmetry, 14 (3). art. no. 601. pp. 1-20. ISSN 2073-8994

Mohammed Baba, Ali and Midi, Habshah and Abd Rahman, Nur Haizum (2022) Spatial outlier accommodation using a spatial variance shift outlier model. Mathematics, 10 (17). art. no. 3182. pp. 1-19. ISSN 2227-7390

Ismaeel, Shelan Saied and Midi, Habshah and Sani, Muhammad (2021) Robust multicollinearity diagnostic measure for fixed effect panel data model. Malaysian Journal of Fundamental and Applied Sciences, 17 (5). 636 - 646. ISSN 2289-5981; ESSN: 2289-599X

Saupi, Ahmad Azizi and Midi, Habshah (2021) Outlier detection method in crossed Gage Repeatability and Reproducibility (R&R) random effect model. Malaysian Journal of Mathematical Sciences, 15 (3). 333 - 345. ISSN 1823-8343; ESSN: 2289-750X

Baba, Ishaq Abdullahi and Midi, Habshah and Leong, Wah June and Ibragimov, Gafurjan I. (2021) Penalized LAD-SCAD estimator based on robust wrapped correlation screening method for high dimensional models. Pertanika Journal of Science & Technology, 29 (2). pp. 1053-1070. ISSN 0128-7680; ESSN: 2231-8526

Mohammed Rashid, Abdullah and Midi, Habshah and Waleed Dhhan and Arasan, Jayanthi (2021) Detection of outliers in high dimensional data using NU-support vector regression. Journal of Applied Statistics, 49 (10). pp. 2550-2569. ISSN 0266-4763; ESSN: 1360-0532

Silalahi, Divo Dharma and Midi, Habshah and Arasan, Jayanthi and Mustafa, Mohd Shafie and Caliman, Jean-Pierre (2021) Kernel partial least square regression with high resistance to multiple outliers and bad leverage points on near-infrared spectral data analysis. Symmetry, 13 (4). pp. 1-23. ISSN 2073-8994

Mohammed Baba, Ali and Midi, Habshah and Adam, Mohd Bakri and Abd Rahman, Nur Haizum (2021) Detection of influential observations in spatial regression model based on outliers and bad leverage classification. Symmetry-Basel, 13 (11). art. no. 2030. pp. 1-20. ISSN 2073-8994

Mohammed Rashid, Abdullah and Midi, Habshah and Dhhan, Waleed and Arasan, Jayanthi (2021) Detection of outliers in high-dimensional data using nu-support vector regression. Journal of Applied Statistics, 49 (10). pp. 1-20. ISSN 0266-4763; ESSN: 1360-0532

Midi, Habshah and Sani, Muhammad and Ismaeel, Shelan Saied and Arasan, Jayanthi (2021) Fast improvised influential distance for the identification of influential observations in multiple linear regression. Sains Malaysiana, 50 (7). 2085 - 2094. ISSN 0126-6039

Ariffin, Syaiba Balqish and Midi, Habshah and Rahmatullah Imon, A. H. M. (2021) Robust bootstrap procedure for estimation of binary logistic regression model in the presence of high leverage points with medical applications. Life Science Journal, 18 (9). pp. 45-62. ISSN 1097-8135; ESSN: 2372-613X

Siti Zahariah and Midi, Habshah and Mustafa, Mohd Shafie (2021) An improvised SIMPLS estimator based on MRCD-PCA weighting function and its application to real data. Symmetry-Basel, 13 (11). art. no. 2211. pp. 1-22. ISSN 2073-8994

Baba, Ishaq and Midi, Habshah and Ibragimov, Gafurjan and Rana, Md. Sohel (2021) A new optimization scheme for robust design modeling with unbalanced data. Sains Malaysiana, 51 (5). pp. 1577-1586. ISSN 0126-6039

Midi, Habshah and Alshaybawee, Taha and Alguraibawi, Mohammed (2020) Modified least trimmed quantile regression to overcome effects of leverage points. Mathematical Problems in Engineerin, 2020. art. no. 1243583. pp. 1-13. ISSN 1024-123X; ESSN: 1563-5147

Silalahi, Divo Dharma and Midi, Habshah and Arasan, Jayanthi and Mustafa, Mohd Shafie and Caliman, Jean Pierre (2020) Automated fitting process using robust reliable weighted average on near infrared spectral data analysis. Symmetry-Basel, 12 (12). pp. 1-27. ISSN 2073-8994

Midi, Habshah and Hendi, Hasan Talib and Arasan, Jayanthi and Uraibi, Hassan Sami (2020) Fast and robust diagnostic technique for the detection of high leverage points. Pertanika Journal of Science and Technology, 28 (4). pp. 1203-1220. ISSN 0128-7680; ESSN: 2231-8526

Manoharan, Thirunanthini and Arasan, Jayanthi and Midi, Habshah and Adam, Mohd Bakri (2020) Influential measures on log-normal model for left-truncated and case-k interval censored data with time-dependent covariate. Communications in Statistics Part B: Simulation and Computation, 49 (6). 1445 - 1466. ISSN 0361-0918; ESSN: 1532-4141

Dalatu, Paul Inuwa and Midi, Habshah (2020) New approaches to normalization techniques to enhance k-means clustering algorithm. Malaysian Journal of Mathematical Sciences, 14 (1). pp. 41-62. ISSN 1823-8343; ESSN: 2289-750X

Midi, Habshah and Ab. Aziz, Nasuhar (2019) High breakdown estimator for dual response optimization in the presence of outliers. Sains Malaysiana, 48 (8). pp. 1771-1776. ISSN 0126-6039

Uraibi, Hassan Sami and Midi, Habshah (2019) On robust bivariate and multivariate correlation coefficient. Economic Computation and Economic Cybernetics Studies and Research, 53 (2). pp. 221-239. ISSN 0585-7511

Abduljaleel, Mohammed and Midi, Habshah and Karimi, Mostafa (2019) Outlier detection in the analysis of nested gage R & R, random effect model. Statistics in Transition New Series, 20 (3). pp. 31-56. ISSN 1234-7655; ESSN: 2450-0291

Sani, Muhammad and Midi, Habshah and Arasan, Jayanthi (2019) Robust parameter estimation for fixed effect panel data model in the presence of heteroscedasticity and high leverage points. ASM Science Journal, 12 (spec. 1). pp. 227-238. ISSN 1823-6782

Mustafa, Mohd Shafie and Midi, Habshah (2019) The TSR-MM based on robust location and scales measures in dual response optimization in the presence of outliers and heteroscedastic errors. ASM Science Journal, 12 (spec. 1). pp. 310-319. ISSN 1823-6782

Sani, Muhammad and Midi, Habshah and Arasan, Jayanthi (2019) The performance of robust heteroscedasticity consistent covariance matrix estimator. Malaysian Journal of Mathematical Sciences, 13 (spec. Apr.). pp. 71-88. ISSN 1823-8343; ESSN: 2289-750X

Midi, Habshah and Ab. Aziz, Nasuhar (2018) Augmented desirability function for multiple responses with contaminated data. Journal of Engineering and Applied Sciences, 13 (16). 6626 - 6633. ISSN 1819-6608

Midi, Habshah and Ismaeel, Shelan Saied (2018) Fast improvised diagnostic robust measure for the identification of high leverage points in multiple linear regression. Journal of Statistics and Management System, 21 (6). 1003 - 1019. ISSN 0972-0510; ESSN: 2169-0014

Rana, Sohel and Dhhan, Waleed and Midi, Habshah (2018) Fixed parameters Support Vector Regression for outlier detection. Economic Computation and Economic Cybernetics Studies and Research, 52 (2). 267 - 282. ISSN 0585-7511

Midi, Habshah and Ismaeel, Shelan Saied and Arasan, Jayanthi (2018) On the performance of fast robust variance inflation factor based on index set equality. Journal of Engineering and Applied Sciences, 13 (16). 6634 - 6638. ISSN 1816-949X

Midi, Habshah and Muhammad, Sani (2018) Robust estimation for fixed and random effects panel data models with different centering methods. Journal of Engineering and Applied Sciences, 13 (17). 7156 - 7161. ISSN 1816-949X; ESSN: 1818-7803

Silalahi, Divo Dharma and Midi, Habshah and Arasan, Jayanthi and Mustafa, Mohd Shafie and Caliman, Jean-Pierre (2018) Robust generalized multiplicative scatter correction algorithm on pretreatment of near infrared spectral data. Vibrational Spectroscopy, 97. 55 - 65. ISSN 0924-2031

Midi, Habshah and Sani, Muhammad and Arasan, Jayanthi (2018) Robust heteroscedasticity consistent covariance matrix estimator based on robust mahalanobis distance and diagnostic robust generalized potential weighting methods in linear regression. Journal of Modern Applied Statistical Methods, 17 (1). art. no. eP2596. pp. 1-24. ISSN 1538-9472

Midi, Habshah and Mahmood, Ehab A. and Hussin, Abdul Ghapor and Arasan, Jayanthi (2018) Robust trimmed mean direction to estimate circular location parameter in the presence of outliers. Journal of Engineering and Applied Sciences, 13 (16). 6612 - 6615. ISSN 1818-7803; ESSN: 1816-949X

Dalatu, Paul Inuwa and Midi, Habshah (2018) Statistical estimators as an alternative to standard deviation in weighted Euclidean distance cluster analysis. Pertanika Journal of Science & Technology, 26 (4). pp. 1823-1836. ISSN 0128-7680; ESSN: 2231-8526

Ariffin, Syaiba Balqish and Midi, Habshah (2018) Weighted high leverage collinear robust ridge estimator in logistic regression model. Pakistan Journal of Statistics, 34 (1). pp. 55-75. ISSN 1012-9367; EISSN: 2310-3515

Kadom, Ahmed and Midi, Habshah and Rana, Sohel (2018) The performance of k-means clustering method based on robust principal components. Far East Journal of Mathematical Sciences (FJMS), 103 (11). 1757 - 1767. ISSN 0972-0871

Loh, Yue Fang and Arasan, Jayanthi and Midi, Habshah and Abu Bakar, Mohd Rizam (2017) Inferential procedures for log logistic distribution with doubly interval censored data. Journal of Modern Applied Statistical Methods, 16 (2). 581 - 603. ISSN 1538-9472

Chong, Choy-Yoke and Habibullah, Muzafar Shah and Baharumshah, Ahmad Zubaidi and Midi, Habshah (2017) Structural convergence among ASEAN economies. Advanced Science Letters, 23 (9). 8747 - 8751. ISSN 1936-6612; ESSN: 1936-7317

Ab.Aziz, Nasuhar and Midi, Habshah and Mustafa, Mohd Shafie (2017) Improvised desirability function for dual response surface. Advanced Science Letters, 23 (5). 4323 - 4326. ISSN 1936-6612; ESSN: 1936-7317

Mahmood, Ehab A. and Rana, Md. Sohel and Hussin, Abdul Ghapor and Midi, Habshah (2017) Adjusting outliers in univariate circular data. Pertanika Journal of Science & Technology, 25 (4). pp. 1147-1158. ISSN 0128-7680; ESSN: 2231-8526

Manoharan, Thirunanthini and Arasan, Jayanthi and Midi, Habshah and Adam, Mohd Bakri (2017) Bootstrap intervals in the presence of left-truncation, censoring and covariates with a parametric distribution. Sains Malaysiana, 46 (12). pp. 2529-2539. ISSN 0126-6039

Midi, Habshah and Mahdi, Orooba and Rana, Sohel (2017) Diagnostic robust generalised potentials based on GM6 to identify high leverage points in simultaneous regression model. Far East Journal of Mathematical Sciences, 101 (8). 1785 - 1800. ISSN 0972-0871

Dhhan, Waleed and Rana, Sohel and Alshaybawee, Taha and Midi, Habshah (2017) Elastic net for single index support vector regression model. Economic Computation and Economic Cybernetics Studies and Research, 51 (2). pp. 195-210. ISSN 0424-267X; ESSN: 1842-3264

Mahmood, Ehab A. and Midi, Habshah and Rana, Sohel and Hussin, Abdul Ghapor (2017) Robust circular distance and its application in the identification of outliers in the simple circular regression model. Asian Journal of Applied Sciences, 10 (3). 126 - 133. ISSN 1996-3343

Uraibi, Hassan Sami and Midi, Habshah and Rana, Sohel (2017) Robust multivariate least angle regression. ScienceAsia, 43 (1). pp. 56-60. ISSN 1513-1874

Dhhan, Waleed and Midi, Habshah and Alameer, Thaera (2017) Robust support vector regression model in the presence of outliers and leverage points. Modern Applied Science, 11 (8). pp. 1913-1852. ISSN 1913-1844; ESSN: 1913-1852

Uraibi, Hassan Sami and Midi, Habshah and Rana, Sohel (2017) Selective overview of forward selection in terms of robust correlations. Communications in Statistics - Simulation and Computation, 46 (7). pp. 5479-5503. ISSN 0361-0918; ESSN: 1532-4141

Loh, Yue Fang and Arasan, Jayanthi and Midi, Habshah and Abu Bakar, Mohd Rizam (2017) A parametric model for doubly interval censored lifetime. Journal of Science and Technology, 9 (2). pp. 10-16. ISSN 2229-8460

Loo, Yee Peng and Midi, Habshah and Rana, Md. Sohel and Fitrianto, Anwar (2016) Identification of multiple outliers in a generalized linear model with continuous variables. Mathematical Problems in Engineering, 2016. art. no. 5840523. pp. 1-9. ISSN 1024-123X; ESSN: 1563-5147

Ismail, Lili Asma and Gyanchand Rampal, Lekhraj Rampal and Abdul Rahman, Hejar and Omar, Nazri and Midi, Habshah and Ariffin, Azrin Esmady (2016) Risk factors associated with contact lens related microbial keratitis. Malaysian Journal of Medicine and Health Sciences, 12 (1). pp. 1-8. ISSN 1675-8544

Rana, Sohel and Mahmood, Ehab A. and Midi, Habshah and Hussin, Abdul Ghapor (2016) Robust detection of outliers in both response and explanatory variables of the simple circular regression model. Malaysian Journal of Mathematical Sciences, 10 (3). pp. 399-414. ISSN 1823-8343; ESSN: 2289-750X

Mahmood, Ehab A. and Midi, Habshah and Hussin, Abdul Ghapor (2016) Robust estimation of circular parameters. Research Journal of Applied Science, 11 (9). pp. 870-873. ISSN 1815-932X; ESSN: 1993-6079

Manoharan, Thirunanthini and Arasan, Jayanthi and Midi, Habshah and Adam, Mohd Bakri (2016) Simulation of left-truncated and case-k interval censored survival data with time-varying covariates. Malaysian Journal of Mathematical Sciences, 10 (spec. Aug.). pp. 159-173. ISSN 1823-8343; ESSN: 2289-750X

Ismail, Lili Asma and Gyanchand Rampal, Lekhraj Rampal and Omar, Nazri and Abdul Rahman, Hejar and Midi, Habshah and Ariffin, Azrin Esmady (2016) Visual status following contact lens related microbial keratitis. Malaysian Journal of Medicine and Health Sciences, 12 (2). pp. 21-27. ISSN 1675-8544

Rana, Sohel and Dhhan, Waleed and Midi, Habshah (2016) A hybrid technique for selecting support vector regression parameters based on a practical selection method and grid search procedure. Economic Computation and Economic Cybernetics Studies and Research, 50 (2). pp. 231-246. ISSN 0424-267X; ESSN: 1842-3264

Manoharan, Thirunanthini and Arasan, Jayanthi and Midi, Habshah and Adam, Mohd Bakri (2015) A coverage probability on the parameters of the log-normal distribution in the presence of left-truncated and right-censored survival data. Malaysian Journal of Mathematical Sciences, 9 (1). pp. 127-144. ISSN 1823-8343; ESSN: 2289-750X

Loh, Yue Fang and Arasan, Jayanthi and Midi, Habshah and Abu Bakar, Mohd Rizam (2015) Inferential procedures based on the double bootstrap for log logistic regression model with censored data. Malaysian Journal of Science, 34 (2). pp. 199-207. ISSN 0126-7906

Arasan, Jayanthi and Midi, Habshah and Adam, Mohd Bakri and Manoharan, Thirunanthini (2015) Parametric survival model in the presence of left-truncation and case-k interval censoring with fixed covariate. Menemui Matematik (Discovering Mathematics), 36 (2). pp. 38-50. ISSN 2231-7023

Midi, Habshah and Abu Bakar, Nor Mazlina (2015) Robust centering in the fixed effect panel data model. Pakistan Journal of Statistics, 31 (1). pp. 33-48. ISSN 1012-9367

Rana, Sohel and Fitrianto, Anwar and Khor, Wen Jie and Midi, Habshah and Imon, A. H. M. R. (2015) Robust feasible generalized least squares: A remedial measures of heteroscedasticity. International Journal of Applied Mathematics and Statistics, 53 (5). pp. 192-199. ISSN 0973-7545; ESSN: 0973-1377

Uraibi, Hassan S. and Midi, Habshah and Rana, Sohel (2015) Robust stability best subset selection for autocorrelated data based on robust location and dispersion estimator. Journal of probability and Statistics, 2015. art. no. 432986. pp. 1-8. ISSN 1687-952X; ESSN: 1687-9538

Baba, Ishaq and Midi, Habshah and Rana, Sohel and Ibragimov, Gafurjan (2015) An alternative approach of dual response surface optimization based on penalty function method. Mathematical Problems in Engineering, 2015. art. no. 45013. pp. 1-6. ISSN 1024-123X

Alguraibawi, Mohammed and Midi, Habshah and Rahmatullah Imon, A. H. M. (2015) A new robust diagnostic plot for classifying good and bad high leverage points in a multiple linear regression model. Mathematical Problems in Engineering, 2015. pp. 1-12. ISSN 1024-123X

Midi, Habshah and Abu Bakar, Nor Mazlina (2015) The performance of robust-diagnostic F in the identification of multiple high leverage points. Pakistan Journal of Statistics, 31 (5). pp. 461-472. ISSN 1012-9367

Ud-Doulah, Md. Siraj and Rana, Md. Sohel and Midi, Habshah (2014) Model recognition by using Principal Component Analysis (PCA) approach. Chiang Mai Journal of Science, 41 (1). pp. 224-230. ISSN 0125-2526; ESSN: 2465-3845

Zainal Abidin, Nahdiya and Adam, Mohd Bakri and Midi, Habshah (2014) Hypothesis tests of goodness-of-fit for Fréchet distribution. Pertanika Journal of Science & Technology, 22 (2). pp. 419-432. ISSN 0128-7680; ESSN: 2231-8526

Riazoshams, Hossein and Midi, Habshah (2014) Robust nonlinear regression: case study for modeling the greenhouse gases, methane and carbon dioxide concentration in atmosphere. Malaysian Journal of Mathematical Sciences, 8 (S). pp. 173-184. ISSN 1823-8343; ESSN: 2289-750X

Midi, Habshah and Rana, Md. Sohel and Imon, A. H. M. Ramatullah (2014) Two-step robust estimator in heteroscedastic regression model in the presence of outliers. Economic Computation and Economic Cybernetics Studies and Research, 48 (3). pp. 255-272. ISSN 0424-267X; ESSN: 1842-3264

Riazoshams, Hossein and Midi, Habshah (2014) The performance of a robust multistage estimator in nonlinear regression with heteroscedastic errors. Communications in Statistics - Simulation and Computation. pp. 1-28. ISSN 0361-0918; ESSN: 1532-4141

Lim, Hock Ann and Midi, Habshah (2014) The performance of robust modification of Breusch-Godfrey test in the presence of outliers. Pertanika Journal of Science & Technology, 22 (1). pp. 81-94. ISSN 0128-7680; ESSN: 2231-8526

Rana, Md. Sohel and Midi, Habshah and Sarkar, Saroje Kumar (2013) Determinants of desire for children: a multinomial logistic regression approach. Life Science Journal, 10 (2). pp. 1460-1467. ISSN 1097-8135; ESSN: 2372-613X

Midi, Habshah and Ariffin @ Mat Zin, Syaiba Balqish (2013) Modified standardized Pearson residual for the identification of outliers in logistic regression model. Journal of Applied Sciences, 13 (6). pp. 828-836. ISSN 1812-5654; ESSN: 1812-5662

Midi, Habshah and Lim, Hock Ann and Rana, Md. Sohel (2013) On the robust parameter estimation for linear model with autocorrelated errors. Advanced Science Letters, 19 (8). pp. 2494-2496. ISSN 1936-6612; ESSN: 1936-7317

Midi, Habshah and Bagheri, Arezoo (2013) Robust multicollinearity diagnostic measures based on minimum covariance determinants approach. Economic Computation and Economic Cybernetics Studies and Research, 47 (4). pp. 71-86. ISSN 0424-267X; ESSN: 1842-3264

Fitrianto, Anwar and Midi, Habshah (2013) Standardized simple mediation model : a numerical example. World Applied Sciences Journal, 22 (8). pp. 1135-1139. ISSN 1818-4952; ESSN: 1991-6426

Fitrianto, Anwar and Midi, Habshah (2013) Standardized simple mediation model: a numerical example. World Applied Sciences Journal, 22 (8). pp. 1135-1139. ISSN 1818-4952; ESSN: 1991-6426

Rana, Sohel and Midi, Habshah and Fitrianto, Anwar (2013) Statistical significance of rank regression. Applied Mathematical Sciences, 7 (82). 4067-4072 . ISSN 1312-885X; ESSN: 1314-7552

Fitrianto, Anwar and Midi, Habshah (2013) A comparison between classical and robust method in a factorial design in the presence of outlier. Journal of Mathematics and Statistics, 9 (3). pp. 193-197. ISSN 1549-3644

Zainal Abidin, Nahdiya and Adam, Mohd Bakri and Midi, Habshah (2012) Hybrid conditional plot of goodness-of-fit for Gumbel distribution. Journal of Quality Measurement and Analysis, 8 (1). pp. 43-53. ISSN 1823-5670

Midi, Habshah and Ariffin @ Mat Zin, Syaiba Balqish (2012) The performance of classical and robust logistic regression estimators in the presence of outliers. Pertanika Journal of Science & Technology, 20 (2). pp. 313-325. ISSN 0128-7680; ESSN: 2231-8526

I. Aljawadi, Bader Ahnad and Abu Bakar, Mohd Rizam and Ibrahim, Noor Akma and Midi, Habshah (2011) Parameter estimation of the cure fraction based on BCH model using left-censored data with covariates. Modern Applied Science, 5 (3). pp. 103-110. ISSN 1913-1852

Midi, Habshah and Sarkar, S.K. and Rana, Md. Sohel (2011) Adequacy of multinomial logit model with nominal responses over binary logit model. Trends in Applied Sciences Research, 6 (8). pp. 900-909. ISSN 1819-3579

Liew, Venus Khim-Sen and Baharumshah, Ahmad Zubaidi and Midi, Habshah and Habibullah, Muzafar Shah (2011) Asean-5 exchange rate determination in the presence of nonlinearity. Journal of International Economic Review, 4 (1). pp. 1-11. ISSN 0975-2072

Ng, Kooi Huat and Midi, Habshah (2011) Change point detection with robust control chart. Mathematical Problems in Engineering, 2011. pp. 1-20. ISSN 1024-123X

Sarkar, S.K. and Midi, Habshah and Rana, Md. Sohel (2011) Detection of outliers and influential observations in binary logistic regression: An empirical study. Journal of Applied Sciences, 11 (1). pp. 26-35. ISSN 1812-5654, ESSN: 1812-5662

Ahmad, Sanizah and Midi, Habshah and Mohamed Ramli, Norazan (2011) Diagnostics for residual outliers using deviance component in binary logistic regression. World Applied Sciences Journal, 14 (8). pp. 1125-1130. ISSN 1818-4952; ESSN: 1991-6426

Mohammadi, M. and Midi, Habshah and Arasan, Jayanthi and Al-Talib, B. (2011) High breakdown estimators to robustify phase II multivariate control charts. Journal of Applied Sciences, 11 (3). pp. 503-511. ISSN 1812-5654, ESSN: 1812-5662

Suthar, Velo and Midi, Habshah and Qureshi, Naeem A. (2011) Logistic regression analysis of employment behavior data using randomized response technique. US-China Education Review, 8 (1). pp. 25-32. ISSN 1548-6613

Bagheri, A. and Midi, Habshah (2011) On the performance of robust variance inflation factors. International Journal of Agricultural and Statistical Sciences , 7 (1). pp. 31-45. ISSN 0973-1903

I. Aljawadi, Bader Ahmad and Abu Bakar, Mohd Rizam and Ibrahim, Noor Akma and Midi, Habshah (2011) Parametric estimation of the immunes proportion based on BCH model and exponential distribution using left censored data. Journal of Applied Sciences, 11 (15). pp. 2861-2865. ISSN 1812-5654

Fitrianto, Anwar and Midi, Habshah (2011) Procedures of generating a true clean data in simple mediation analysis. World Applied Sciences Journal, 15 (7). pp. 1046-1053. ISSN 1818-4952; ESSN: 1991-6426

Midi, Habshah and Shabbak, Ashkan (2011) Robust multivariate control charts to detect small shifts in mean. Mathematical Problems in Engineering, 2011 (923463). pp. 1-19. ISSN 1024-123X

Midi , Habshah and Rana, Md. Sohel and Mat Said, Nur Afzan (2011) The application of two stage robust weighted least squares and robust bootstrapping procedure on food expenditure data. International Journal of Applied Mathematics and Statistics, 20 (11). pp. 25-37. ISSN 0973-1377

Midi, Habshah and Bagheri, Arezoo and Imon , A.H.M. Rahmatullah (2011) A monte carlo simulation study on high leverage collinearity-enhancing observation and its effect on multicollinearity pattern. Sains Malaysiana, 40 (12). pp. 1437-1447. ISSN 0126-6039

Ng, Kooi Huat and Midi, Habshah (2011) The performance of robust control chart for change in variance. Trends in Applied Sciences Research, 6 (10). pp. 1172-1184. ISSN 1819-3579

Shabbak, Ashak and Midi, Habshah and Hassan , Mohamad Nooh (2011) The performance of robust multivariate statistical control charts based on different cutoff-points with sustained shifts in mean. Journal of Applied Sciences, 11 (1). pp. 56-65. ISSN 1812-5654; ESSN:1812-5662

Midi, Habshah and Rana, Sohel and Sarkar, Santosh Kumar (2010) Binary response modeling and validation of its predictive ability. WSEAS Transactions on Mathematics, 9 (6). pp. 438-447. ISSN 1109-2769; ESSN: 2224-2880

Midi, Habshah and Bagheri, Arezoo and Imon, A.H.M Rahmatullah (2010) The Application of Robust Multicollinearity Diagnostic Method Based on Robust Coefficient Determination to a Non-Collinear Data. Journal of Applied Sciences, 10 (8). pp. 611-619. ISSN 1812-5654

Midi, Habshah and Sarkar, Saroje Kumar and Rana, Sohel (2010) Collinearity diagnostics of binary logistic regression model. Journal of Interdisciplinary Mathematics, 13 (3). pp. 253-267. ISSN 0972-0502; ESSN: 2169-012X

Fitrianto, Anwar and Midi, Habshah (2010) Diagnostic-robust generalized potentials for identifying high leverage points in mediation analysis. World Applied Sciences Journal, 11 (8). pp. 979-987. ISSN 1818-4952; ESSN: 1991-6426

Sarkar, S. K. and Midi, Habshah and Rahmatullah Imon, A. H. M. (2010) Diagnostics of fitted binary logistic regression model based on individual subjects and covariate patterns. International Journal of Applied Mathematics, 23 (1). pp. 63-81. ISSN 1311-1728

Fitrianto, Anwar and Midi, Habshah (2010) Estimating bias and RMSE of indirect effects using rescaled residual bootstrap in mediation analysis. WSEAS Transactions on Mathematics, 9 (6). pp. 397-406. ISSN 1109-2769

Majid, Amani and Haron, Kassim and Midi, Habshah (2010) Hodges Lehmann estimator for robust design using Dual Response Surface Approach. Australian Journal of Basic and Applied Sciences, 4 (8). pp. 3418-3423. ISSN 1991-8178

Sarkar, S.K. and Midi, Habshah (2010) Importance of assessing the model adequacy of binary logistic regression. Journal of Applied Sciences, 10 (6). pp. 479-486. ISSN 1812-5654

Midi, Habshah and Ahmad, Sanizah and Mohamed Ramli, Norazan (2010) Robust estimators in logistic regression: A comparatives simulation study. Journal of Modern Applied Statistical Methods , 9 (2 ). pp. 507-516. ISSN 1538-9472

Ng, Kooi Huat and Midi, Habshah (2010) Robust individual control chart for change point model. WSEAS Transactions on Mathematics, 9 (7). pp. 499-508. ISSN 1109-2769

Ariffin @ Mat Zin, Syaiba Balqish and Midi, Habshah (2010) Robust logistic diagnostic for the identification of high leverage points in logistic regression model. Journal of Applied Sciences, 10 (23). pp. 3042-3050. ISSN 1812-5654; ESSN: 1812-5662

Hasan, Noshida and Adam, Mohd. Bakri and Mustapha, Norwati and Midi, Habshah (2010) Statistical fact of students' background and academic achievement in higher educational institution. Procedia - Social and Behavioral Sciences, 8. pp. 79-84. ISSN 1877-0428

Suthar, Velo and Ahmad Tarmizi, Rohani and Midi, Habshah and Adam, Mohd Bakri (2010) Students’ beliefs on mathematics and achievement of university students: logistics regression analysis. Procedia - Social and Behavioral Sciences, 8. pp. 525-531. ISSN 1877-0428

Bagheri, Arezoo and Midi, Habshah and Ganjali, Mojtaba and Eftekhari, Samaneh (2010) A comparison of various influential points diagnostic methods and robust regression approaches: reanalysis of interstitial lung disease data. Applied Mathematical Sciences, 4 (25-28). pp. 1367-1386. ISSN 1312-885X; ESSN: 1314-7552

Bagheri, Arezoo and Midi, Habshah and Imon, A. H. M. Rahmatullah (2010) The effect of collinearity-influential observations on collinear data set: a Monte Carlo simulation study. Journal of Applied Sciences, 10 (18). pp. 2086-2093. ISSN 1812-5654; ESSN: 1812-5662

Midi, Habshah and Zamzuri, Zamira Hasanah (2010) The performance of bootstrapping autoregressive AR(9) process on the Malaysian opening price for second board. Journal of Applied Sciences, 10 (18). pp. 2101-2107. ISSN 1812-5654; ESSN: 1812-5662

Dadkhah, Kourosh and Midi, Habshah (2010) The performance of mutual information for mixture of bivariate normal disatributions based on robust kernel estimation. Applied Mathematical Sciences, 4 (29). pp. 1417-1436. ISSN 1312-885X

Riazoshams, Hossein and Midi, Habshah and Sh. Sharipov, Olimjon (2010) The performance of robust two-stage estimator in nonlinear regression with autocorrelated error. Communications in Statistics: Simulation and Computation, 39 (6). pp. 1251-1268. ISSN 0361-0918 print/1532-4141 online

Sarkar, Saroje Kumar and Midi, Habshah (2009) A comparative study of logistic regression approach and stratified classical analysis on desire for children in Bangladesh. European Journal of Scientific Research, 35 (4). pp. 623-632. ISSN 1450-216X; ESSN: 1450-202X

Riazoshams, Hossein and Midi, Habshah (2009) A nonlinear regression model for chicken growth data. European Journal of Scientific Research, 35 (3). pp. 393-312. ISSN 1450-216X; ESSN: 1450-202X

Uraibi, Hassan Sami and Midi, Habshah and Al-Talib, Bashar Abdul Aziz Majeed and Yousif, Jabar Hassan (2009) Linear regression model selection based on robust bootstrapping technique. American Journal of Applied Sciences, 6 (6). pp. 1191-1198. ISSN 1546-9239; ESSN: 1554-3641

Midi, Habshah and Uraibi, Hassan Sami and Al-Talib, Bashar Abdul Aziz Majeed (2009) Dynamic robust bootstrap method based on LTS estimators. European Journal of Scientific Research, 32 (3). pp. 277-287. ISSN 1450-216X; ESSN: 1450-202X

Sarkar, Saroje Kumar and Midi, Habshah and Imon, A. H. M. Rahmatullah (2009) Binary response model of desire for children in Bangladesh. European Journal of Social Sciences, 10 (3). pp. 364-373. ISSN 1450-2267

Mohamed Ramli, Norazan and Midi, Habshah and Imon, A. H. M. R. (2009) Estimating regression coefficients using weighted bootstrap with probability. WSEAS Transactions on Mathematics, 8 (7). pp. 362-371. ISSN 1109-2769; ESSN: 2224-2880

Midi, Habshah and Rana, Sohel and Imon, A. H. M. R. (2009) Estimation of parameters in heteroscedastic multiple regression model using leverage based near-neighbors. Journal of Applied Sciences, 9 (22). pp. 4013-4019. ISSN 1812-5654; ESSN: 1812-5662

Midi, Habshah and Shabbak, Ashkan and A. Talib, Bashar and Hassan, Mohd Nooh (2009) Multivariate control chart based on robust estimator. Journal of Quality Measurement and Analysis, 5 (1). pp. 17-33. ISSN 1823-5670

Sarkar, S.K. and Midi, Habshah (2009) Optimization techniques for variable selection in binary logistic regression model applied to desire for children data. Journal of Mathematics and Statistics, 5 (4). pp. 387-394. ISSN 1549-3644

Bagheri, Arezoo and Midi, Habshah (2009) Robust estimations as a remedy for multicollinearity caused by multiple high leverage points. Journal of Mathematics and Statistics, 5 (4). pp. 311-321. ISSN 1549-3644

A. Talib, Bashar and Midi, Habshah (2009) Robust estimator to deal with regression models having both continuous and categorical regressors: a simulation study. Malaysian Journal of Mathematical Sciences, 3 (2). pp. 161-181. ISSN 1823-8343

Bagheri, Arezoo and Midi, Habshah and Rahmatullah Imon, A.H.M (2009) Two steps robust Mahanalobis method for identification of multiple high leverage points. Journal of Mathematics and Statistics, 5 (2). pp. 97-106. ISSN 1549-3644

Midi, Habshah and Mohamed Ramli, Norazan and Imon, A. H. M. Rahmatullah (2009) The performance of diagnostic-robust generalized potentials for the identification of multiple high leverage points in linear regression. Journal of Applied Statistics, 36 (5). pp. 507-520. ISSN 0266-4763; ESSN: 1360-0532

Midi, Habshah and Lau, Ung Hua (2009) The performance of latent root-M based regression. Journal of Mathematics and Statistics, 5 (1). pp. 1-9. ISSN 1549-3644

Midi, Habshah and Rana, Md. Sohel and Imon, A. H. M. Rahmatullah (2009) The performance of robust weighted least squares in the presence of outliers and heteroscedastic errors. WSEAS Transactions on Mathematics, 8 (7). pp. 351-361. ISSN 1109-2769

Rana, Md. Sohel and Midi, Habshah and Imon, A. H. M. Rahmatulah (2009) A robust rescaled moment test for normality in regression. Journal of Mathematics and Statistics, 5 (1). pp. 54-62. ISSN 1549-3644; ESSN: 1558-6359

Midi, Habshah and Foo, Lee Kien (2008) Bootstrap Confidence Interval for Robust Cpk Index. Math Digest : Research Bulletin Institute for Mathematical Research, 1 (2). pp. 26-31. ISSN 1985-2436

Midi, Habshah and Fitrianto, Anwar (2008) The performance of mediation analysis based on robust estimator. Journal of Quality Measurement and Analysis, 4 (2). pp. 71-80. ISSN 1823-5670

Midi, Habshah and A. Talib, Bashar (2008) The performance of robust estimator on linear regression model having both continuous and categorical variables with heteroscedastic errors. Malaysian Journal of Mathematical Sciences, 2 (1). pp. 25-48. ISSN 1823-8343

Rana, Md. Sohel and Midi, Habshah and Imon, A. H. M. Rahmatulah (2008) A robust modification of the Goldfeld-Quandt Test for the detection of heteroscedasticity in the presence of outliers. Journal of Mathematics and Statistics, 4 (4). pp. 277-283. ISSN 1549-3644; ESSN: 1558-6359

Midi, Habshah (2000) Bootstrap Methods in a Class of Non-Linear Regression Models. Pertanika Journal of Science & Technology, 8 (2). pp. 175-189. ISSN 0128-7680

Midi, Habshah (2000) Heteroscedastic nonlinear regression by using Tanh psi function. Sains Malaysiana, 29. pp. 103-118. ISSN 0126-6039

Midi, Habshah (1998) Robust Estimation of a Linearized Nonlinear Regression Model with Heteroscedastic Errors:A Simulation Study. Pertanika Journal of Science & Technology, 6 (1). pp. 23-35. ISSN 0128-7680

Midi, Habshah (1997) Penganggar MM bagi model linear dengan titik musnah dan kecekapan yang tinggi. Sains Malaysiana, 26 (1). pp. 111-123. ISSN 0126-6039

Silalahi, Divo Dharma and Midi, Habshah (2016) Considering a non-polynomial basis for local kernel regression problem. In: 2nd International Conference and Workshop on Mathematical Analysis (ICWOMA 2016), 2-4 Aug. 2016, Langkawi, Malaysia. (pp. 1-8).

Mahmood, Ehab A. and Rana, Md. Sohel and Hussin, Abdul Ghapor and Midi, Habshah (2016) Detection of outliers in the response and explanatory variables of the simple circular regression model. In: 2nd International Conference on Mathematical Sciences and Statistics (ICMSS2016), 26-28 Jan. 2016, Kuala Lumpur, Malaysia. (pp. 1-7).

Fitrianto, Anwar and Rana, Md. Sohel and Midi, Habshah and Hydara, Kutub (2014) Effects of a single outlier on the coefficient of determination: an empirical study. In: 2nd ISM International Statistical Conference 2014 (ISM-II), 12-14 Aug. 2014, MS Garden Hotel, Kuantan, Pahang. (pp. 409-413).

Loh, Yue Fang and Arasan, Jayanthi and Midi, Habshah and Abu Bakar, Mohd Rizam (2014) Jackknife and bootstrap inferential procedures for censored survival data. In: 22nd National Symposium on Mathematical Sciences (SKSM22), 24-26 Nov. 2014, Grand Bluewave Hotel, Selangor. (pp. 1-6).

Ng, Kooi Huat and Midi, Habshah (2014) Robust control chart for change point detection of process variance in the presence of disturbances. In: 2nd ISM International Statistical Conference 2014 (ISM-II), 12-14 Aug. 2014, MS Garden Hotel, Kuantan, Pahang. (pp. 327-334).

Ariffin @ Mat Zin, Syaiba Balqish and Midi, Habshah and Arasan, Jayanthi and Rana, Md. Sohel (2014) The effect of high leverage points on the maximum estimated likelihood for separation in logistic regression. In: 2nd ISM International Statistical Conference 2014 (ISM-II), 12-14 Aug. 2014, MS Garden Hotel, Kuantan, Pahang. (pp. 402-408).

Midi, Habshah and Rana, Sohel and Imon, A. H. M. R. (2013) On a robust estimator in heteroscedastic regression model in the presence of outliers. In: World Congress on Engineering 2013, 3-5 July 2013, London, United Kingdom. (pp. 280-285).

Ariffin @ Mat Zin, Syaiba Balqish and Midi, Habshah (2013) The effect of high leverage points on the logistic ridge regression estimator having multicollinearity. In: 3rd International Conference on Mathematical Sciences (ICMS3), 17-19 Dec. 2013, Kuala Lumpur, Malaysia. (pp. 1105-1111).

Midi, Habshah and Mustafa, Mohd Shafie and Fitrianto, Anwar (2012) Augmented approach to desirability function based on MM estimator. In: 20th National Symposium on Mathematical Sciences (SKSM20), 18-20 Dec. 2012, Palm Garden Hotel, Putrajaya, Malaysia. (pp. 1240-1247).

Fitrianto, Anwar and Midi, Habshah (2012) Classical and a robust method in dealing with outlier in factorial designs : an empirical example. In: 2nd Basic Science International Conference, 24-25 Feb. 2012, Indonesia. .

Ahmad, Sanizah and Mohamed Ramli, Norazan and Midi, Habshah (2012) Outlier detection in logistic regression and its application in medical data analysis. In: 2012 IEEE Colloquium on Humanities, Science & Engineering Research (CHUSER 2012), 3-4 Dec. 2012, Kota Kinabalu, Sabah. (pp. 503-507).

Ariffin, Syaiba Balqish and Midi, Habshah (2012) Robust bootstrap methods in logistic regression model. In: 2012 International Conference on Statistics in Science, Business and Engineering (ICSSBE 2012), 10-12 Sept. 2012, Langkawi, Kedah. .

Rana, Md. Sohel and John, Ahamefule Happy and Midi, Habshah (2012) Robust regression imputation for analyzing missing data. In: 2012 International Conference on Statistics in Science, Business and Engineering (ICSSBE 2012), 10-12 Sept. 2012, Langkawi, Kedah. .

Ismail, Lili Asma and Gyanchand Rampal, Lekhraj Rampal and Abdul Rahman, Hejar and Omar, Nazri and Midi, Habshah and Ariffin, Azrin Esmady (2011) Risk factors for contact lens related microbial keratitis. In: 7th Malaysia Indonesia Brunei Medical Science Conference, 22-24 July 2011, Equatorial Hotel, Bangi, Selangor. .

Fitrianto, Anwar and Midi, Habshah (2010) Robust bootstrap approach to estimate bias and RMSE of indirect effects in mediation analysis. In: WSEAS International Conference on Sociology, Psychology, Philosophy (SOPHI '10), 23-25 Mar. 2010, Penang, Malaysia. (pp. 82-87).

Ng, Kooi Huat and Midi, Habshah (2010) Robust individuals control chart for shifts in process mean and variance. In: 9th WSEAS International Conference on Applications of Computer Engineering (ACE '10), 23-25 Mar. 2010, Penang, Malaysia. (pp. 270-275).

Rana, Md. Sohel and Midi, Habshah and Sarkar, Saroje Kumar (2010) Validation and performance analysis of binary logistic regression model. In: WSEAS International Conference on Environment, Medicine and Health Sciences (EMEH '10), 23-25 Mar. 2010, Penang, Malaysia. (pp. 51-55).

Rana, Md. Sohel and Midi, Habshah and Imon, A. H. M. Rahmatullah (2009) Estimation of regression parameters in the presence of heteroscedasticity with unknown form (HWUF). In: Fundamental Science Congress 2009 (FSC 2009), 17-18 June 2009, Auditorium Jurutera, Fakulti Kejuruteraan, Universiti Putra Malaysia. (pp. 403-404).

Majid, Amani and Haron, Kassim and Midi, Habshah (2009) Incorporating some resistant estimators into robust design. In: Fundamental Science Congress 2009 (FSC 2009), 17-18 June 2009, Auditorium Jurutera, Fakulti Kejuruteraan, Universiti Putra Malaysia. (pp. 358-359).

Dadkhah, Kourosh and Midi, Habshah (2009) Measure of association based on relative mutual information. In: Fundamental Science Congress 2009 (FSC 2009), 17-18 June 2009, Auditorium Jurutera, Fakulti Kejuruteraan, Universiti Putra Malaysia. (pp. 393-394).

Midi, Habshah and Rana, Sohel and Imon, A. H. M. Rahmatullah (2009) Robust estimation of regression parameters with heteroscedastic errors in the presence of outliers (presented at the 8th WSEAS international conference on applied computer and computational science, Hangzhou China, 20-22 May 2009). In: Fundamental Science Congress 2009 (FSC 2009), 17-18 June 2009, Auditorium Jurutera, Fakulti Kejuruteraan, Universiti Putra Malaysia. (pp. 382-383).

Shabbak, Ashkan and Midi, Habshah and A. Talib, Bashar (2009) Robust multivariate control chart. In: Fundamental Science Congress 2009 (FSC 2009), 17-18 June 2009, Auditorium Jurutera, Fakulti Kejuruteraan, Universiti Putra Malaysia. (pp. 360-361).

A. Talib, Bashar and Midi, Habshah (2009) Visual simulation approach in robust regression for models having both continuous and categorical variables in the presence of outliers and heteroscedasticity problems. In: Fundamental Science Congress 2009 (FSC 2009), 17-18 June 2009, Auditorium Jurutera, Fakulti Kejuruteraan, Universiti Putra Malaysia. (pp. 362-363).

Bagheri, A. and Midi, Habshah (2009) A robust estimation of linear model with multiple high leverage points. In: Fundamental Sciance Congress 2009 (FSC 2009), 17-18 June 2009, Auditorium Jurutera, Fakulti Kejuruteraan, Universiti Putra Malaysia. (pp. 348-349).

Midi, Habshah Application of robust bootstrap techniques in logistic regression on intensive care unit data. In: Fundamental Science Congress 2012, 17-18 July 2012, Faculty of Veterinary, Universiti Putra Malaysia. . (Unpublished)

Ahmad Tarmizi, Rohani and Midi, Habshah and Adam, Mohd. Bakri Logistic regression modelling of mathematics ability among university undergraduate students. In: 2012 International Conference on Education Reform and Management Innovation, 4-5 Dec. 2012, Shenzen, China. .

Mohammadi, Mandana and Midi, Habshah and Rana, Sohel and Arasan, Jayanthi The application of simple errors in variables model on real data. In: International Conference on Statistics in Science, Business and Engineering 2011 (ICSSBE2012), 10-12 Sep. 2012, Langkawi, Kedah. (pp. 1-4).

Midi, Habshah The performance of Diagnostic-Robust F in the identification of multivariate outliers. In: Fundamental Science Congress 2012, 17-18 July 2012, Faculty of Veterinary, Universiti Putra Malaysia. . (Unpublished)

Midi, Habshah (2016) Amazing journey to robust statistics, discovering outliers for efficient prediction. [Inaugural Lecture]