{"id":137354,"date":"2022-11-18T04:27:27","date_gmt":"2022-11-17T21:27:27","guid":{"rendered":"https:\/\/science.unib.ac.id\/ms\/?page_id=137354"},"modified":"2023-08-01T15:17:42","modified_gmt":"2023-08-01T08:17:42","slug":"book-list-program","status":"publish","type":"page","link":"https:\/\/science.unib.ac.id\/ms\/book-list-program\/","title":{"rendered":"Book References"},"content":{"rendered":"\n<p>The following are lists of books as references for each subjects<\/p>\n\n\n\n<p><strong>STA-6101 Statistical Methods<\/strong><\/p>\n\n\n\n<ul><li>Heiberger, R.M. and B Holland. 2004. <em>Statistical Analysis and Data Display. An Intermediate Course with Examples in S-Plus, R and SAS<\/em>. Springer Science+Business Media, New York.<\/li><li>Wilcox, R.R. 2010. <em>Fundamentals of Modern Statistical Methods. Substantially Improving Power and Accuracy.<\/em> 2<sup>nd<\/sup> ed. Springer Science+Business Media, New York.<\/li><li>Freund, R.J. and W.J. Wilson. 2003. <em>Statistical Methods.<\/em> 2<sup>nd<\/sup> ed. Academic Press. San Diego.<\/li><li>Hardle, W., Y. Mori and P. Vieu. 2007. <em>Statistical Methods for Biostatistics and Related Fields<\/em>. Springer Science+Business Media, New York.<\/li><\/ul>\n\n\n\n<p><strong>STA-6102 Linear Models<\/strong><\/p>\n\n\n\n<ul><li>Christensen, R. 2011. <em>Plane Answers to Complex Questions. The Theory of Linear Models<\/em>. 4<sup>th<\/sup> ed. Springer Science+Business Media, New York.<\/li><li>Christensen, R. 2016. <em>Analysis of Variance, Design and Regression. Linear Modeling for Unbalanced Data<\/em>. 2<sup>nd<\/sup> ed. CRC Press. Taylor and Francis. Boca Raton, Florida.<\/li><li>Christensen, R. 2019. <em>Advanced Linear Modeling. Statistical Learning and Dependent Data<\/em>. 3<sup>rd<\/sup> ed. Springer Nature. Switzerland.<\/li><\/ul>\n\n\n\n<p><strong>STA-6103 Probability Theory<\/strong><\/p>\n\n\n\n<ul><li>Gnedenko, B.V. and A.Y. Khinchin. 1961. <em>Elementary Introduction to The Theory of Probability<\/em>. W.H. Freeman and Co., San Francisco.<\/li><li>Ash, R.B. 2000. <em>Probability and Measure Theory<\/em>. 2<sup>nd<\/sup> ed. Harcourt Academy Press. San Diego.<\/li><li>Billingsley, P. 1995. <em>Probability and Measure<\/em>. 3<sup>rd<\/sup> ed. John Wiley &amp; Sons. New York.<\/li><\/ul>\n\n\n\n<p><strong>STA-6204 Theory of Statistical Inference I<\/strong><\/p>\n\n\n\n<ul><li>Lehmann, E.L. and G. Casella. 1998. <em>Theory of Point Estimation<\/em>. 2<sup>nd<\/sup> ed. Springer Verlag. New York.<\/li><li>Almudevar, A. 2022. <em>Theory of Statistical Inference<\/em>. CRC Press. Taylor and Francis. Boca Raton, Florida.<\/li><li>Kiefer, J.C. 1987. <em>Introduction to Statistical Inference<\/em>. Springer-verlag. New York.<\/li><\/ul>\n\n\n\n<p><strong>STA-6205 Time Series Analysis<\/strong><\/p>\n\n\n\n<ul><li>Box, G.E.P., G.M. Jenkins, G.C. Reinsel and G.M. Ljung. 2016. <em>Time Series Analysis. Forecasting and Control<\/em>. 5<sup>th<\/sup> ed. John Wiley &amp; Sons. Hoboken, New Jersey.<\/li><li>Makridakis, S.G., S.C. Wheelwright and V.E. McGee. 1997. <em>Forecasting: Methods and Applications<\/em>. 3<sup>rd<\/sup> ed. John Wiley &amp; Sons.<\/li><li>Kirchg\u00e4ssner, G., J. Wolters and U Hassler. 2013. <em>Introduction to Modern Time Series<\/em>. 2<sup>nd<\/sup> ed. Springer-Verlag. Berlin.<\/li><\/ul>\n\n\n\n<p><strong>STA-6206 Applied Stochastic Processes<\/strong><\/p>\n\n\n\n<ul><li>Br\u00e9maud, P. 2020. <em>Point Process Calculus in Time and Space. An Introduction with Applications<\/em>. Springer Nature. Switzerland.<\/li><li>Basu, A.K. 2007. <em>Introduction to Stochastic Process<\/em>. Alpha Science International, Ltd. Harrow UK.<\/li><li>Ross, S.M. 1996. <em>Stochastic Processes<\/em>. John Wiley &amp; Sons. New York.<\/li><li>Korosteleva, O. 2022. <em>Stochastic Processes with R: An Introduction<\/em>. CRC Press. Taylor &amp; Francis. Boca Raton, Florida.<\/li><\/ul>\n\n\n\n<p><strong>STA-6307 Theory of Statistical Inference II<\/strong><\/p>\n\n\n\n<ul><li>Lehmann, E.L. and J.P. Romano. 2022. <em>Testing Statistical Hypotheses<\/em>. 4<sup>th<\/sup> ed. Springer Science+Business Media. Switzerland.<\/li><li>Koch, K-R. 1999. <em>Parameter Estimation and Hypothesis Testing in Linear Models<\/em>. 2<sup>nd<\/sup> ed, Springer-Verlag. Berlin.<\/li><li>Good, P. 2005. <em>Permutation, Parametric and Bootstrap Tests of Hypotheses<\/em>. 3<sup>rd<\/sup> ed. Springer Science+Business Media. Switzerland.<\/li><\/ul>\n\n\n\n<p><strong>STA-6308 Advanced Experimental Design<\/strong><\/p>\n\n\n\n<ul><li>Milliken, G.A. and D.E. Johnson. 2009. <em>Analysis of Messy Data vol 1 Designed Experiments<\/em>. CRC Press. Taylor &amp; Francis. Boca Raton, Florida.<\/li><li>Milliken, G.A. and D.E. Johnson. 1989. <em>Analysis of Messy Data vol 2 Nonreplicated Experiments<\/em>. CRC Press. Taylor &amp; Francis. Boca Raton, Florida.<\/li><li>Milliken, G.A. and D.E. Johnson. 2002. <em>Analysis of Messy Data vol 3 Analysis of Covariance<\/em>. CRC Press. Taylor &amp; Francis. Boca Raton, Florida.<\/li><li>Hinkelmann, K. and O. Kempthorne. 2008. <em>Design and Analysis of Experiments vol 1 Introduction to Experimental Design<\/em>. 2<sup>nd<\/sup> ed. John Wiley &amp; Sons. Hoboken. New Jersey.<\/li><li>Hinkelmann, K. and O. Kempthorne. 2005. <em>Design and Analysis of Experiments vol 2 Advanced Experimental Design<\/em>. John Wiley &amp; Sons. Hoboken. New Jersey.<\/li><\/ul>\n\n\n\n<p><strong>STA-6309 Theory of Nonparametric Statistics<\/strong><\/p>\n\n\n\n<ul><li>Deshpande, J.V., U. Naik-Nimbakar and I. Dewan. 2018. <em>Nonparametric Statistics : Theory and Methods<\/em>. World Scintific Publishing. Singapore.<\/li><li>Govindarajulu, Z. 2007. <em>Nonparametric Inference<\/em>. World Scintific Publishing. Singapore.<\/li><li>Gibbons, J.D. and S. Chakraborti. 2011. <em>Nonparametric Statistical Inference<\/em>. 5<sup>th<\/sup> ed. CRC Press. Taylor &amp; Francis. Boca Raton, Florida.<\/li><\/ul>\n\n\n\n<p><strong>STA-6511 Survival Analysis<\/strong><\/p>\n\n\n\n<ul><li>Huber, C., N. Limnios, M. Mesbah and M. Nikulin. 2008. <em>Mathematical Methods in Survival Analysis, Reliability and Quality of Life<\/em>. ISTE Ltd., London.<\/li><li>Kleinbaum, D.G. and M. Klein. 2005. <em>Survival Analysis. A Self-Learning Text<\/em>. 2<sup>nd<\/sup> ed.&nbsp; Springer Science+Business Media, New York.<\/li><li>Lee, E.T. and J.W. Wang. 2003. <em>Statistical Methods for Survival Data Analysis<\/em>. 3<sup>rd<\/sup> ed. John Wiley &amp; Sons. Hoboken, New Jersey.<\/li><li>Klein, J.P. and M.L. Moeschberger. 2003. <em>Survival Analysis Techniques for Censored and Truncated Data<\/em>. 2<sup>nd<\/sup> ed.&nbsp; Springer-Verlag. New York.<\/li><li>Zhou, M. 2016. <em>Empirical Likelihood Method in Survival Analysis<\/em>. CRC Press. Taylor &amp; Francis. Boca Raton, Florida.<\/li><\/ul>\n\n\n\n<p><strong>STA-6512 Survey Sampling Theory<\/strong><\/p>\n\n\n\n<ul><li>Pitard, F.F. 2019. <em>Theory and Sampling and Sampling Practice<\/em>. 3<sup>rd<\/sup> ed. CRC Press. Taylor &amp; Francis. Boca Raton, Florida.<\/li><li>Arnab, R. 2017. <em>Survey Sampling Theory and Applications<\/em>. Academic Press, Elsevier. Oxford.<\/li><li>Singh, S., S.A. Sedory, M.M. Rueda, A. Arcos and R. Arnab. 2016. <em>A New Concept for Tuning Design Weights in Survey Sampling. Jackknifing in Theory and Practice<\/em>. Academic Press, Elsevier. Oxford.<\/li><li>Sampath, S. 2001. <em>Sampling Theory and Methods<\/em>. Narosa Publishing House. New Delhi.<\/li><li>Chauduri, A. and H. Stenger. 2005. <em>Survey Sampling<\/em>. Theory and Methods. 2<sup>nd<\/sup> ed. Chapman &amp; Hall\/ CRC Press. Taylor &amp; Francis. Boca Raton, Florida.<\/li><\/ul>\n\n\n\n<p><strong>STA-6513 Decision Making Theory<\/strong><\/p>\n\n\n\n<ul><li>Kochenderfer, M.J. 2015. <em>Decision Making Under Uncertainty<\/em>. Theory and Application. The MIT Press. Massachusetts.<\/li><li>Marchau, V.A.W.J, W.A. Walker, P.J.T.M. Bloemen and S.W. Popper. 2019. <em>Decision Making Under Deep Uncertainty.<\/em> Springer Nature Switzerland.<\/li><li>Kahraman, C and \u00d6. Kabak. 2016. <em>Fuzzy Statistical Decision Making. Theory and Applications<\/em>. Springer International Publishing. Switzerland.<\/li><\/ul>\n\n\n\n<p><strong>STA-6514 Spatial Statistics<\/strong><\/p>\n\n\n\n<ul><li>Anselin, L. 1988. <em>Spatial Econometrics: Methods and Models<\/em>. Studies in Operational Regional Science. Kluwer Academic Publishers.<\/li><li>Fotheringham, A.S., C. Brunsdon and M. Charlton. 2002. <em>Geographically Weighted Regression. The Analysis of Spatially Varying Relationships<\/em>. John Wiley &amp; Sons Ltd. Chichester, West Sussex.<\/li><li>Anselin, L. and S.J. Rey. 2010. <em>Perspectives on Spatial Data Analysis<\/em>. Springer-Verlag. Berlin.<\/li><\/ul>\n\n\n\n<p><strong>STA-6621 Categorical Data Analysis<\/strong><\/p>\n\n\n\n<ul><li>Azen, R. and C.M. Walker. 2021. <em>Categorical Data Analysis for the Behavioral and Social Sciences<\/em>. 2<sup>nd<\/sup> ed. Routledge. Taylor &amp; Francis. New York.<\/li><li>Hosmer, D.W. and S. Lemeshow. 2000. <em>Applied Logistic Regression<\/em>. 2<sup>nd<\/sup> ed. John Wiley &amp; Sons. Hoboken, New Jersey.<\/li><li>Agresti, A. 2019. <em>An Introduction to Categorical Data Analysis.<\/em> 3<sup>rd<\/sup> ed. John Wiley &amp; Sons. Hoboken, New Jersey.<\/li><li>Agresti, A. 2010. <em>Analysis of Ordinal Categorical Data<\/em>. 2<sup>nd<\/sup> ed. John Wiley &amp; Sons. Hoboken, New Jersey.<\/li><li>Sutradhar, B.C. 2014. <em>Longitudinal Categorical Data Analysis<\/em>. Springer Science+Business Media. Switzerland.<\/li><li>Bilder, C.R. and T.M. Loughin. 2015. <em>Analysis of Categorical Data with R<\/em>. CRC Press. Taylor &amp; Francis. Boca Raton, Florida.<\/li><\/ul>\n\n\n\n<p><strong>STA-6622 Multivariate Analysis<\/strong><\/p>\n\n\n\n<ul><li>Rencher, A.C. and W.F. Christensen. 2012. <em>Methods of Multivariate Analysis<\/em>. 3<sup>rd<\/sup> ed. John Wiley &amp; Sons. Hoboken, New Jersey.<\/li><li>Johnson, R. and D. Wichern. 2014. <em>Applied Multivariate Statistical Analysis<\/em>. 6<sup>th<\/sup> ed. Pearson Education Limited. Essex.<\/li><li>Afifi, A., S. May, R.A. Donatello and V.A. Clark. 2020. <em>Practical Multivariate Analysis<\/em>. 6<sup>th<\/sup> ed. CRC Press. Taylor &amp; Francis. Boca Raton, Florida.<\/li><li>Kaufman, L. and P.J. Rousseeuw. 2005. <em>Finding Groups in Data. An Introduction to Cluster Analysis<\/em>. John Wiley &amp; Sons. Hoboken, New Jersey.<\/li><li>Byrne, B.M. 2016. <em>Structural Equation Modeling with AMOS<\/em>. Basic Concepts, Applications and Programming. 3<sup>rd<\/sup> ed. Routledge. Taylor &amp; Francis. New York.<\/li><li>H\u00e4rdle, W.K. and L. Simar. 2019. <em>Applied Multivariate Statistical Analysis<\/em>. 5<sup>th<\/sup> ed. Springer-Verlag. Berlin.<\/li><li>Bishop, Y.M., S.E. Fienberg and P.W. Holland. 2007. <em>Discrete Multivariate Analysis. Theory and Applications<\/em>. Springer Science+Business Media. Switzerland.<\/li><\/ul>\n\n\n\n<p><strong>STA-6623 Queueing Theory<\/strong><\/p>\n\n\n\n<ul><li>Gnedenko, B.V. and I.N. Kovalenko. 1989. <em>Introduction to Queueing Theory<\/em>. 2<sup>nd<\/sup> ed. Birkhauser. Boston.<\/li><li>Gross, D., J.F. Shortle, J.M. Thompson and C.M. Harris. 2008. <em>Fundamentals of Queueing Theory<\/em>. 4<sup>th<\/sup> ed. John Wiley &amp; Sons. Hoboken, New Jersey.<\/li><li>Khinchin, A.Y. 2013. <em>Mathematical Methods in the Theory of Queuing<\/em>. Dover Publications, Inc. Mineola, New York.<\/li><li>Dudin, A.N., V.I. Klimenok and V.M. Vishnevsky. 2020. <em>The Theory of Queuing Systems with Correlated Flows<\/em>. Springer Nature. Switzerland.<\/li><\/ul>\n\n\n\n<p><strong>STA-6624 Computational Statistics \/ Statistical Computing<\/strong><\/p>\n\n\n\n<ul><li>Eubank, R.L. and A. Kupresanin. 2011. <em>Statistical Computing in C++ and R<\/em>. CRC Press. Taylor &amp; Francis. Boca Raton, Florida.<\/li><li>Wills, G. 2012. <em>Visualizing Times. Designing Graphical Representations for Statistical Data<\/em>. Springer Science+Business Media. Switzerland.<\/li><li>Kuhnert, P and B. Venables. 2005. <em>An Introduction to R: Software for Statistical Modeling &amp; Computing. Course Materials and Exercises<\/em>. CSIRO. Australia.<\/li><li>Lemmon, D.R. and J.L. Schafer. 2005. <em>Developing Statistical Software in Fortran 95<\/em>. Springer Science+Business Media. Switzerland.<\/li><li>Baragona, R., F. Battaglia and I. Poli. 2011. <em>Evolutionary Statistical Procedures. An Evolutionary Computation Approach to Statistical Procedures Designs and Applications<\/em>. Springer Science+Business Media. Switzerland.<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>The following are lists of books as references for each subjects STA-6101 Statistical Methods Heiberger, R.M. and B Holland. 2004. Statistical Analysis and Data Display. An Intermediate Course with Examples in S-Plus, R and SAS. Springer Science+Business Media, New York. Wilcox, R.R. 2010. Fundamentals of Modern Statistical Methods. Substantially Improving Power and Accuracy. 2nd ed. [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/science.unib.ac.id\/ms\/wp-json\/wp\/v2\/pages\/137354"}],"collection":[{"href":"https:\/\/science.unib.ac.id\/ms\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/science.unib.ac.id\/ms\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/science.unib.ac.id\/ms\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/science.unib.ac.id\/ms\/wp-json\/wp\/v2\/comments?post=137354"}],"version-history":[{"count":8,"href":"https:\/\/science.unib.ac.id\/ms\/wp-json\/wp\/v2\/pages\/137354\/revisions"}],"predecessor-version":[{"id":138277,"href":"https:\/\/science.unib.ac.id\/ms\/wp-json\/wp\/v2\/pages\/137354\/revisions\/138277"}],"wp:attachment":[{"href":"https:\/\/science.unib.ac.id\/ms\/wp-json\/wp\/v2\/media?parent=137354"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}