Biostatistics for the Biological and Healt...

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Beschreibung

1. INTRODUCTION TO STATISTICS
  - 1-1 Statistical and Critical Thinking
  - 1-2 Types of Data
  - 1-3 Collecting Sample Data
  - 1-4 Ethics in Statistics (download only)
2. EXPLORING DATA WITH TABLES AND GRAPHS

2-1 Frequency Distributions for Organizing and Summarizing Data
2-2 Histograms
2-3 Graphs That Enlighten and Graphs That Deceive
2-4 Scatterplots, Correlation, and Regression

DESCRIBING, EXPLORING, AND COMPARING DATA

3-1 Measures of Center
3-2 Measures of Variation
3-3 Measures of Relative Standing and Boxplots

PROBABILITY4-1 Basic Concepts of Probability4-2 Addition Rule and Multiplication Rule4-3 Complements, Conditional Probability, and Bayes Theorem4-4 Risks and Odds4-5 Rates of Mortality, Fertility, and Morbidity4-6 CountingDISCRETE PROBABILITY DISTRIBUTIONS5-1 Probability Distributions5-2 Binomial Probability Distributions5-3 Poisson Probability DistributionsNORMAL PROBABILITY DISTRIBUTIONS6-1 The Standard Normal Distribution6-2 Real Applications of Normal Distributions6-3 Sampling Distributions and Estimators6-4 The Central Limit Theorem6-5 Assessing Normality6-6 Normal as Approximation to Binomial (download only)ESTIMATING PARAMETERS AND DETERMINING SAMPLE SIZES7-1 Estimating a Population Proportion7-2 Estimating a Population Mean7-3 Estimating a Population Standard Deviation or Variance7-4 Bootstrapping: Using Technology for EstimatesHYPOTHESIS TESTING8-1 Basics of Hypothesis Testing8-2 Testing a Claim About a Proportion8-3 Testing a Claim About a Mean8-4 Testing a Claim About a Standard Deviation or Variance8-5 Resampling: Using Technology for Hypothesis TestingINFERENCES FROM TWO SAMPLES9-1 Two Proportions9-2 Two Means: Independent Samples9-3 Matched Pairs9-4 Two Variances or Standard Deviations9-5 Resampling: Using Technology for InferencesCORRELATION AND REGRESSION10-1 Correlation10-2 Regression10-3 Prediction Intervals and Variation10-4 Multiple Regression10-5 Dummy Variables and Logistic RegressionGOODNESS-OF-FIT AND CONTINGENCY TABLES11-1 Goodness-of-Fit11-2 Contingency TablesANALYSIS OF VARIANCE12-1 One-Way ANOVA12-2 Two-Way ANOVANONPARAMETRIC TESTS13-1 Basics of Nonparametric Tests13-2 Sign Test13-3 Wilcoxon Signed-Ranks Test for Matched Pairs13-4 Wilcoxon Rank-Sum Test for Two Independent Samples13-5 Kruskal-Wallis Test for Three or More Samples13-6 Rank CorrelationSURVIVAL ANALYSIS14-1 Life Tables14-2 Kaplan-Meier Survival Analysis

APPENDICES

A: Tables and FormulasB: Data SetsC: Websites and Bibliography of BooksD: Answers to Odd-Numbered Section Exercises (and all Quick Quizzes, all Review Exercises, and all Cumulative Review Exercises)Subject Index

1. INTRODUCTION TO STATISTICS
  - 1-1 Statistical and Critical Thinking
  - 1-2 Types of Data
  - 1-3 Collecting Sample Data
  - 1-4 Ethics in Statistics (download only)
2. EXPLORING DATA WITH TABLES AND GRAPHS

2-1 Frequency Distributions for Organizing and Summarizing Data
2-2 Histograms
2-3 Graphs That Enlighten and Graphs That Deceive
2-4 Scatterplots, Correlation, and Regression

DESCRIBING, EXPLORING, AND COMPARING DATA

3-1 Measures of Center
3-2 Measures of Variation
3-3 Measures of Relative Standing and Boxplots

APPENDICES

Details

Erscheinungsjahr:	2023
Medium:	Taschenbuch
Inhalt:	Kartoniert / Broschiert
ISBN-13:	9781292452012
ISBN-10:	1292452013
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Triola, Mario Triola, Marc Roy, Jason
Auflage:	3 ed
Hersteller:	Pearson Education Limited
Verantwortliche Person für die EU:	preigu GmbH & Co. KG, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de
Maße:	32 x 216 x 274 mm
Von/Mit:	Mario Triola (u. a.)
Erscheinungsdatum:	22.06.2023
Gewicht:	1,68 kg