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Basic Statistics for Social Workers

Autor Robert A. Schneider
en Limba Engleză Paperback – 15 noi 2009
Basic Statistics for Social Workers, now in a revised edition, was developed by Schneider after teaching statistics to undergraduate and graduate social work students for over ten years. The statistical concepts that are necessary for students to know are covered, ranging from simple descriptive statistics such as crosstabs and tabular data up to a limited discussion of multiple regression. The text is written simply for students who may not have a strong quantitative background. The text is simple enough that with the practice problems and perhaps a little consultation a motivated student could self-teach the content.
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Specificații

ISBN-13: 9780761849322
ISBN-10: 0761849327
Pagini: 99
Dimensiuni: 213 x 277 x 13 mm
Greutate: 0.32 kg
Ediția:Revised
Editura: Rowman & Littlefield

Notă biografică


Descriere

This revised edition was developed after teaching statistics to undergraduate and graduate social work students for over ten years. The statistical concepts that are necessary for students to know are covered, ranging from simple descriptive statistics such as crosstabs and tabular data up to a limited discussion of multiple regression.

Cuprins

Chapter 1 For the Instructor Chapter 2 Figures, Images, Equations, and Tables Chapter 3 Introduction: Definition of Statistics; Three Reasons to Learn Some Statistics; Variables and Attributes; Practice Problems Chapter 4 Levels of Measurement: Nominal Level, Categorical Data; Ordinal Level Data; Continuous, Interval-Ration Level Data; Practice Problems Chapter 5 Data Representation: Frequency Tables; Histograms; Percentiles; Practice Problems Chapter 6 Measures of Central Tendency: Mean; Median; Mode; Skewness; Practice Problems Chapter 7 Measures of Dispersion: Range; Variance; Standard Deviation; Z-Scores; Areas Under the Curve; Practice Problems Chapter 8 P-Values: Standard Error of the Mean; Area Under the Curve and P-Values; Type I and Type II Errors; P-Values; Confidence Intervals; Practice Problems Chapter 9 Measures of Association: Pearson, Spearman, and Point Bi-Serial: Correlations: Causality, Dependence & Association; Spearman and Point Bi-Serial Correlations; Practice Problems Chapter 10 Multiple Regression: Basics; Practice Problems Chapter 11 T-Test and One-Way Analysis of Variance: Basics; Directional T-Test; One-Way Analysis of Variance; Practice Problems Chapter 12 Chi-Square: Chi Square; Fisher's Exact; Phi; Practice Problems Chapter 13 Single System Analysis: Basics; Directional T-Test; One-Way Analysis of Variance; Practice Problems Chapter 14 Intermediate Topics: Multi-way ANOVA; Factorial ANOVA; Analysis of Covariance (F-Test); Analysis of Covariance (Regression); Practice Problems Chapter 15 Answers to Problems Chapter 16 Index Chapter 17 Table A: Area Under the Curve Chapter 18 Table B: Pearson Product Moment Correlation Coefficients Chapter 19 Table C: T-Test Chapter 20 Table D: Significance of F Chapter 21 Table E: Chi-Square Probabilities Chapter 22 Table F: Table of Random Numbers