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Statistics Books 统计学经典数据汇总 [推广有奖]

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Books
  • Analysis of Variance
    • General Issues in ANOVA
      • Computer-Assisted Research Design and Analysis by Barbara Tabachnick and Linda Fidell
      • Design and Analysis: A Researcher's Handbook, Fourth Edition by Geoffrey Keppel and Thomas Wickens
      • Design and Analysis: A Researcher's Handbook, Third Edition by Geoffrey Keppel
      • Experimental Design: Procedures for the Behavioral Sciences, Fourth Edition by Roger Kirk
      • Experimental Design: Procedures for the Behavioral Sciences, Third Edition by Roger Kirk
      • Designing Experiments and Analyzing Data, Second Edition by Scott Maxwell and Harold Delaney
      • Designing Experiments and Analyzing Data by Scott Maxwell and Harold Delaney
      • Statistics for Experimenters:  An Introduction to Design, Data Analysis and Model Building by George E. P. Box, William G. Hunter and J. Stuart Hunter
      • Introducing ANOVA and ANCOVA:  A GLM Approach by Andrew Rutherford
      • Introduction to Analysis of Variance: Design, Analysis and Interpretation by J. Rick Turner and Julian F. Thayer
      • Applied Linear Statistical Models by Neter, Kutner, Nachtsheim and Wasserman (located in regression section)
      • Statistical Principles in Experimental Design, Second Edition by J. B. Winer
      • Applied Statistics:  Analysis of Variance and Regression by Olive Jean Dunn and Virginia A. Clark
      • Statistical Group Comparison by Tim Futing Liao
      • Components of Variance by D.R. Cox and P. J Solomon
    • Specific Issues in ANOVA

  • Bayesian Methods
    • Bayesian Statistics:  An Introduction, Third Edition by Peter M. Lee
    • Bayes and Empirical Bayes Methods for Data Analysis, Second Edition by Bradley P Carlin Thomas A Louis (Online Only, UC Only)
    • Bayesian Methods: A Social and Behavioral Sciences Approach by Jeff Gill
    • Bayesian Inference and Decision, Second Edition by Robert L. Winkler
    • Bayesian Theory by José M. Bernardo and Adrian F. M. Smith
    • Bayesian Statistical Modeling by Peter Congdon
    • Bayesian Data Analysis, Second Edition by Andrew Gelman, John B. Carlin, Hal S. Stern and Donald B. Rubin
    • Kendall's Advanced Theory of Statistics Volume 2B:  Bayesian Inference, Second Edition by Anthony O'Hagan and Jonathan Forster
    • Markov Chain Monte Carlo:  Stochastic Simulation for Bayesian Inference by Dani Gamerman
  • Bootstrap, Resampling and Robust Methods
    • Bootstrapping: A Nonparametric Approach to Statistical Inference by Christopher Mooney and Robert Duval
    • An Introduction to the Bootstrap by Bradley Efron and Robert Tibshirani
    • The Jackknife and Bootstrap by Jun Shao and Dongsheng Tu
    • Permutation Tests: A Practical Guide to Resampling Methods for Testing Hypotheses by Phillip Good
    • Resampling Methods: A practical guide to data analysis by Phillip Good
    • Randomization, Bootstrap and Monte Carlo Methods in Biology by Bryan J. Manly
    • Data Analysis by Resampling by Clifford E. Lunneborg
    • Bootstrap Methods: A Practitioner's Guide by Michael R. Chernick
    • Resampling: The New Statistics by Julian L. Simon Second Edition (Download Only!)
    • Resampling Methods for Dependent Data by S. N. Lahiri
    • Monte Carlo Simulation by Christopher Z. Mooney
  • Communication
    • Best Practices for Teaching Statistics and Research Methods in the Behavioral Sciences Edited by Dana S. Dunn, Randolph A. Smith, and Bernard C. Beins
    • The Cognitive Style of PowerPoint by Edward R. Tufte
    • Displaying Your Findings:  A Practical Guide for Creating Figures, Posters and Presentations by Adelheid A. M. Nicol and Penny M. Pexman
    • Presenting Your Findings:  A Practical Guide for Creating Tables by Adelheid A. M. Nicol and Penny M. Pexman
    • How to Report Statistics in Medicine:  Annotated Guidelines for Authors, Editors and Reviewers, Second Edition by Thomas A. Lang and Michelle Secic
    • Learning and Teaching on the World Wide Web edited by Christopher R. Wolfe
    • Proposals That Work:  A Guide to Planning Dissertation and Grant Proposals, Fourth Edition by Lawrence F. Locke, Waneen Wyrick Spirduso and Stephen J. Silverman
    • Secrets for a Successful Dissertation by Jacqueline Fitzpatrick, Jan Secrist and Debra J. Wright
    • Speaking about Science:  A Manual for Creating Clear Presentations by Scott Morgan and Barrett Whitener
    • Surviving Your Dissertation:  A Comprehensive Guide to Content and Process, Third Edition by Kjell Erik Rudestam and Rae R. Newton
    • Winning Grants:  Step by Step, Second Edition by Mim Carlson
    • Writing the NIH Grant Proposal:  A Step-by-step Guide by William Gerin
  • Data Mining
    • Data Mining Techniques for Marketing, Sales, and Customer Support by Michael J. A. Berry and Gordon Linoff
    • Mastering Data Mining: The Art and Science of Customer Relationship Management by Michael J. A. Berry and Gordon S. Linoff
    • The Elements of Statistical Learning:  Data Mining, Inference, and Prediction by Trevor Hastie, Robert Tibshirani and Jerome Friedman
    • Handbook of Data Mining Edited by Nong Ye
  • Economics and Time Series
    • Time-Series Forecasting by Chris Chatfield (Online Only, UC Only)
    • The Analysis of Time Series: An Introduction by Chris Chatfield
    • Using Econometrics: A Practical Guide, Fourth Edition by A. H. Studenmund
    • Introductory Econometrics:  A Modern Approach, Second Edition by Jeffrey M. Wooldridge
    • Introductory Econometrics: A Modern Approach by Jeffrey M. Wooldridge (courtesy of the Faculty Micro Resource Center's GSA Program, a unit of Boston College Academic Technology Support)
    • A Guide to Econometrics, Fifth Edition by Peter Kennedy
    • Econometrics by Fumio Hayashi
    • Econometric Analysis of Cross Section and Panel Data by Jeffrey M. Wooldridge
    • Solution Manual and Supplementary Materials for Econometric Analysis of Cross Sectional and Panel Data by Jeffrey M. Wooldridge
    • Econometric Analysis, Fifth Edition by William Greene
    • Econometric Analysis, Fourth Edition by William Greene
    • Microeconometrics:  Methods and Applications by A. Colin Cameron and Pravin K. Trivedi
    • Econometric Methods, Fourth Edition by Jack Johnston and John Dinardo
    • Econometric Analysis of Panel Data Sets by Badi H. Baltagi
    • An Introduction to Time Series Analysis and Forecasting: with Applications of SAS and SPSS by Robert A. Yaffee and Monnie McGee
    • Elements of Forecasting by Francis X. Diebold (see also examples solved using RATS)
    • Panel Data Econometrics: Methods-of-Moments and Limited Dependent Variables by Myoung-jae Lee
    • Analysis of Panel Data, Second Edition by Cheng Hsiao
    • Estimation and Inference in Econometrics by Davidson and Mackinnon
    • Nonparametric Econometrics by Adrian Pagan and Aman Ullah
    • Economics and Data Analysis for Developing Countries by Chandan Mukherjee, Howard White and Marc Wuyts
    • Econometric Theory by James Davidson
  • Epidemiology
    • Modern Epidemiology by Kenneth Rothman and Sander Greenland
    • Epidemiology: An Introduction by Kenneth J. Rothman
    • Biostatistical Methods in Epidemiology by Stephen C. Newman
    • Statistical Methods in Cancer Research: The Analysis of Case-Control Studies by N. E. Breslow and N. Day
    • Statistical Modeling for Biomedical Researchers A Simple Introduction to the Analysis of Complex Data by William D. Dupont
  • Experimental Design and Analysis
    • Empirical Directions in Design and Analysis by Norman H. Anderson
    • Experimental and Quasi-experimental Designs for Generalized Causal Inference by William R. Shadish, Thomas D. Cook and Donald T. Campbell
    • Experimental and Quasi-experimental Designs for Research by Donald T. Campbell and Julian C. Stanley
    • Validity and Social Experimentation: Donald Campbell's Legacy, Volume I Edited by Leonard Bickman
    • Research Design: Donald Campbell's Legacy, Volume I Edited by Leonard Bickman
    • Social Measurement by Donald T. Campbell and M. Jean Russo
    • Unobtrusive Measures, Revised Edition by Eugene J. Webb, Donald T. Campbell, Richard D. Schwartz and Lee Sechrest
    • Measurement, Design, and Analysis by Elazar J. Pedhazur and Liora Pedhazur Schmelkin
    • How To Design and Report Experiments by Andy Field and Graham Hole
    • Statistics as Principled Argument by Robert P. Abelson
    • Quasi-Experimentation: Design and Analysis Issues for Field Settings by Thomas D. Cook and Donald T. Campbell
    • Causality: Models, Reasoning and Inference by Judea Pearl
    • Beyond Significance Testing:  Reforming Data Analysis Methods in Behavioral Research by Rex B. Kline
    • Rival Hypotheses:  Alternative Interpretations of Data Based Conclusions by Schuyler W. Huck and Howard M. Sandler
    • Statistical Illusions:  Problems by Schuyler W. Huck and Howard M. Sandler
    • Statistical Illusions:  Solutions by Schuyler W. Huck and Howard M. Sandler
    • How to Think Straight about Psychology, Seventh Edition by Keith E. Stanovich
    • Design and Analysis of Ecological Experiments, Edited by Samuel M. Scheiner and Jessica Gurevitch
    • Statistics for Experimenters:  Design, Innovation and Discovery, Second Edition by George E. P. Box, J. Stuart Hunter and William G. Hunter
  • Factor Analysis
    • An Easy Guide to Factor Analysis by Paul Kline
    • Making Sense of Factor Analysis:  The Use of Factor Analysis for Instrument Development in Health Care Research by Marjorie A. Pett, Nancy R. Lackey and John J. Sullivan
    • Factor Analysis at 100:  Historical Developments and Future Directions edited by Robert Cudeck and Robert C. MacCallum
    • Exploratory and Confirmatory Factor Analysis:  Understanding Concepts and Applications by Bruce Thompson
    • A First Course in Factor Analysis by Andrew L. Comrey
    • Modern Factor Analysis, Second Edition, Revised by Harry H. Harman
    • Confirmatory Factor Analysis for Applied Research by Timothy A. Brown
  • Generalized Linear Models
    • An Introduction to Generalized Linear Models, Second Edition by Annette J. Dobson Read it Online! (UC Only)
    • An Introduction to Generalized Linear Models by George H. Dunteman and Moon-Ho R. Ho
    • Generalized, Linear, and Mixed Models by Charles E. McCulloch and Shayle R. Searle
    • Generalized Estimating Equations by James W. Hardin and Joseph M. Hilbe
    • Generalized Linear Models: A Unified Approach by Jeff Gill
    • Generalized Linear Models, Second Edition by P. McCullagh and J. A. Nelder
    • Generalized Linear Models:  An Applied Approach by Ulf Olsson
    • Generalized Linear Models: An Applied Approach by John P. Hoffmann
    • Generalized Linear Models with Applications in Engineering and the Sciences, Second Edition by Raymond H. Myers, Douglas C. Montgomery, G. Geoffery Vining, and Timothy J. Robinson
  • Graphics
    • Envisioning Information by Edward R. Tufte
    • Graphics of Large Datasets:  Visualizing a Million by Antony Unwin, Martin Theus and Heike Hofmann
    • The Visual Display of Quantitative Information by Edward R. Tufte
    • Visual Explanations by Edward R. Tufte
    • Visual and Statistical Thinking:  Displays of Evidence for Making Decisions by Edward R. Tufte
    • Visualizing Data by William S. Cleveland
  • Introductory Statistics
    • Introduction to the Practice of Statistics by Moore and McCabe
    • Statistics for Psychologists by William Hays
    • Hands-on Sociology, Third Edition by William Feigelman and Yih-Jin Young
    • Quantitative Data Analysis:  Doing Social Research to Test Ideas by Donald J. Treiman
    • Common Errors in Statistics (and How to Avoid Them) by Phillip I. Good and James W. Harden
    • A Primer of Ecological Statistics by Nicholas J. Gotelli and Aaron M. Ellsion
    • Your Statistical Consultant:  Answers to Your Data Analysis Questions by Rae R. Newton and Kjell Erik Rudestam
    • Biostatistics: A Methodology for the Health Sciences, Second Edition by Gerald van Belle, Lloyd D. Fisher, Patrick L. Heagerty and Thomas Lumley


      • ...................................
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关键词:Statistics statistic Statist Statis Books 统计学 经典

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marxsong 发表于 2013-6-23 15:02:02 |只看作者 |坛友微信交流群
支持!

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marxsong 发表于 2013-6-24 11:24:13 |只看作者 |坛友微信交流群
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ryan.d 学生认证  发表于 2013-8-24 06:41:30 |只看作者 |坛友微信交流群
支持一下,要是都有连接就好了

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ll511 学生认证  发表于 2014-10-20 18:45:29 |只看作者 |坛友微信交流群
深深感到强大的同时,可惜资源无货

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xiaoying3146 发表于 2015-8-17 00:58:29 |只看作者 |坛友微信交流群
太棒了!书单果断收藏~~谢谢分享~~~

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automaticity 发表于 2015-11-11 17:28:15 |只看作者 |坛友微信交流群
太强大

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waterhorse 发表于 2015-11-13 16:44:24 |只看作者 |坛友微信交流群
Very useful, XIE XIE POSTING>

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Youngtoo 发表于 2016-8-26 03:37:13 |只看作者 |坛友微信交流群
感谢分享~~~

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huanghuoyang 发表于 2016-12-8 16:59:31 |只看作者 |坛友微信交流群
谢谢楼主的无私奉献~

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