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Contains collections of routines that analyze and forecast univariate and multivariate time series. The goal of this book is to provide a guide to R for users with a background in economics or the social sciences. The programs include: p-value adjustments for multiple significance tests; Attributable and Prevented Fractions: Case-Control Studies; Analysis of 2 x 2 Tables; Chi-square Tests of Association; Combining Measures of Association or Probabilities; Confidence Intervals; Aids to Use of Pearson's Correlation Coefficients; ifference Between Rates, Proportions or Means; Direct Standardization; Exact Test for a 2 x K Table; Tests for Goodness of Fit; Fitting of Poisson and Binomial Distributions; Appraisal of Frequency Distribution; Indirect Standardization; Agreement Between Categorical Ratings; Life Table Analysis; Logistic Regression Analysis (Unconditional and Conditional); Wilcoxon-Mann-Whitney Test and Related Procedures; Extended Mantel-Haenszel Procedure: Trend Analysis; Multiple Matched Controls; Correcting for Misclassification in 2 x 2 Tables; Analysis of Paired Samples; Poisson Probability: Observed vs Expected Events; Poisson Regression Analysis; Power of a Test Comparing Two Proportions or Means; Probability and Inverse Probability Values: Z, t, Chi Square, F; Procedures using Random Numbers; Association Between Ordinal-Scale Variables; Comparison of Two Rates or Proportions; Comparison of Person-Time Incidence Rates; ower and Sample Size for Regression and Correlation Analyses; Comparison of Several Related Samples; Sample Size for Estimation of Proportion, Rate, or Mean; Sample Sizes for Comparison of Two Samples; Internal Consistency of a Scale; Screening and Diagnostic Tests; Seasonal Variation; Smoothing of Curves and Median Polish Procedure; Kaplan-Meier Life Table Analysis, Log-rank and Logit-rank Tests; Calculation of Elapsed Time; Trend Analysis and Multiple Comparisons, and two special calculators: WHATIS and WHATS.

Pages: 168

Publisher: Springer; 2011 edition (December 31, 2013)

ISBN: 3642270174

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