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Statistics and probability : senior high school / Joyce Raymond B. Punzalan

By: Material type: TextTextPublisher: Malaysia : Oxford Publishing, 2018Edition: First editionDescription: xiv, 369 pages : illustrationsContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9789672113447
Subject(s): DDC classification:
  • 519.5
Contents:
Chapter 1. Introduction to statistics
What is statistics?
Areas of statistics
Sources of data
Types of variables
Levels of measurement
Methods of collecting data
Chapter 2. Descriptive statistics : describing, exploring and comparing data
Frequency distribution
Graphic representation of a frequency distribution
Measures of central tendency
Measures of dispersion and skewness
Chapter 3. Sampling methods
Why sample the population?
Sampling methods : non-probability sampling
Sampling methods : probability sampling
Sources of error in survey sampling
Chapter 4. Interpretation of probability
Sample space and events
Counting sample points
Calculating the probability of event
Chapter 5. Random variables and probability distributions
Random variables
The expected value of a random variable
Specific probability distributions
Chapter 6. Sampling distribution
Sampling distribution of the sample mean
The central limit theorem
Chapter 7. Inferential statistics : estimation and hypothesis testing
Estimation theory
Interval estimation
Test of hypothesis
Chapter 8. F-Test and analysis of variance (ANOVA)
The F-distribution
Analysis of variance (ANOVA)
Chapter 9. Chi-square applications
Test of homogeneity
Test of independence
Chapter 10. Simple linear regression and correlation
Scatter diagram
Correlation analysis
Simple linear regression
Confidence interval and prediction interval
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Holdings
Item type Current library Collection Call number Status Barcode
Book Book Lagro Branch Filipiniana Section Filipiniana F 519.5 P984s 2018 (Browse shelf(Opens below)) Available 125509d

Includes bibliographical references (pages [361]-362) and index.

Chapter 1. Introduction to statistics

What is statistics?

Areas of statistics

Sources of data

Types of variables

Levels of measurement

Methods of collecting data

Chapter 2. Descriptive statistics : describing, exploring and comparing data

Frequency distribution

Graphic representation of a frequency distribution

Measures of central tendency

Measures of dispersion and skewness

Chapter 3. Sampling methods

Why sample the population?

Sampling methods : non-probability sampling

Sampling methods : probability sampling

Sources of error in survey sampling

Chapter 4. Interpretation of probability

Sample space and events

Counting sample points

Calculating the probability of event

Chapter 5. Random variables and probability distributions

Random variables

The expected value of a random variable

Specific probability distributions

Chapter 6. Sampling distribution

Sampling distribution of the sample mean

The central limit theorem

Chapter 7. Inferential statistics : estimation and hypothesis testing

Estimation theory

Interval estimation

Test of hypothesis

Chapter 8. F-Test and analysis of variance (ANOVA)

The F-distribution

Analysis of variance (ANOVA)

Chapter 9. Chi-square applications

Test of homogeneity

Test of independence

Chapter 10. Simple linear regression and correlation

Scatter diagram

Correlation analysis

Simple linear regression

Confidence interval and prediction interval

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