I am neither a statistician nor a Python programmer, so all advice and code in this book comes without guarantee.
I am happy to accept corrections or suggestions. Send correspondence to mangiafico@njaes.rutgers.edu.
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A Python Companion to Extension Program Evaluation
Salvatore S. Mangiafico
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Contents
- Introduction
- Purpose of this Book
- Author of this Book
- Using Python
- Variables, Descriptive Statistics, and Plots
- Types of Variables
- Descriptive Statistics
- Confidence Intervals
- Basic Plots
- Traditional Nonparametric Tests
- One-sample Wilcoxon Signed Rank Test
- One-sample Sign Test
- Two-sample Mann–Whitney U Test
- Mood’s Median Test for Two-sample Data
- Paired Wilcoxon Signed-rank Test
- Kuskal-Wallis Test
- Mood’s Median Test
- Friedman Test
- Quade Test
- Other Books
- Summary and Analysis of Extension Program Evaluation in R
- An R Companion for the Handbook of Biological Statistics
Author of this Book
©2025 by Salvatore S. Mangiafico.
Rutgers
Cooperative Extension, New Brunswick, NJ.
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Citation
Mangiafico, S.S. 2025. Summary and Analysis of Extension
Program Evaluation in R, version 0.2.7, revised 2025.
rcompanion.org/python/.
(Pdf version:
rcompanion.org/documents/PythonCompanionProgramEvaluation.pdf.)