Applied Statistics Using SPSS, STATISTICA, MATLAB and R - Joaquim P. Marques
1 Introduction 1
2 Presenting and Summarising the Data 29
3 Estimating Data Parameters 81
4 Parametric Tests of Hypotheses 111
5 Non-Parametric Tests of Hypotheses 171
6 Statistical Classification 223
7 Data Regression 271
8 Data Structure Analysis 329
9 Survival Analysis 353
10 Directional Data 375
Appendix A - Short Survey on Probability Theory 403
Appendix B - Distributions 431
Appendix C - Point Estimation 455
Appendix D - Tables 459
Appendix E - Datasets 469
Appendix F - Tools 487
Index 499
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2 Presenting and Summarising the Data 29
3 Estimating Data Parameters 81
4 Parametric Tests of Hypotheses 111
5 Non-Parametric Tests of Hypotheses 171
6 Statistical Classification 223
7 Data Regression 271
8 Data Structure Analysis 329
9 Survival Analysis 353
10 Directional Data 375
Appendix A - Short Survey on Probability Theory 403
Appendix B - Distributions 431
Appendix C - Point Estimation 455
Appendix D - Tables 459
Appendix E - Datasets 469
Appendix F - Tools 487
Index 499
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