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Introduction to Statistics

Druckwerk
277 Seiten
2019 | Second Edition
Kendall/Hunt Publishing Co ,U.S.
978-1-5249-8082-5 (ISBN)
CHF 249,95 inkl. MwSt
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Chapter 1: Basic Concepts
Section 1: Introduction
Section 2: Elements of Statistics
Section 3: Types of Data
Section 4: Use of Statistical Software
Chapter 2: Descriptive Statistics
Section 1: Introduction
Section 2: Categorical Data
Section 3: Numerical Data
Section 4: Numerical Summary
Chapter 3: Probability
Section 1: Basic Definitions
Section 2: The Rules of Probability
Section 3: Probability of an Event
Section 4: Union and Intersection of Two Events
Section 5: The Complement of an Event
Section 6: Pictorial Representation
Section 7: Conditional Probability
Section 8: Independent Events
Chapter 4: Random Variables
Section 1
Section 2: Probability Distribution
Section 3: Expected Value of a Random Variable
Section 4: Variance and Standard Deviation
Section 5: Binomial Distribution
Section 6: Probability Distribution of Binomial Random Variable
Section 7: Mean and Variance of Binomial Distribution
Chapter 5: Continuous Random Variable
Section 1: Introduction
Section 2: Uniform Distribution
Section 3: Normal Distribution
Section 4: General Case—Nonstandard Normal
Chapter 6: Sampling Distribution
Section 1: Introduction
Section 2: Sampling Distribution of the Sample Mean X
Chapter 7: Statistical Inference
Section 1: Introduction
Section 2: Point Estimate
Section 3: Interval Estimation
Section 4: Varying Confidence Levels
Section 5: Sample Size Determination
Chapter 8: Hypotheses Testing
Section 1: Introduction
Section 2: Elements of a Hypothesis Testing Problem
Section 3: Sources and Types of Error
Section 4: Performing a Test of Hypotheses
Section 5: One-Sided and Two-Sided Tests
Section 6: Observed Significance Level (P-Values)
Section 7: A Note Regarding P-Values
Section 8: Small Sample Test of Hypothesis form
Chapter 9: Comparing Two Populations
Section 1: Introduction
Section 2: Inferences for Two Population Means in Large Samples
Section 3: Inferences for Two Population Means in Small Samples
Section 4: The Paired Comparison Test

Erscheint lt. Verlag 31.7.2019
Verlagsort Iowa
Sprache englisch
Themenwelt Mathematik / Informatik Mathematik Statistik
ISBN-10 1-5249-8082-X / 152498082X
ISBN-13 978-1-5249-8082-5 / 9781524980825
Zustand Neuware
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