Detailní popis

Probability and Statistics will introduce students to exploring data, sampling and experimentation by planning and conducting studies, anticipating patterns using probability and simulation, and employing statistical inference to analyze data and draw conclusions.

Struktura kurzu

Major Topics and Concepts

Segment I Concepts

Module 1

·       Introduction to Statistics

·       Measures of Central Tendency

·       Measures of Variation

·       Displaying Data

Module 2

·       Sampling and Surveys

·       Experiments

·       Correlation Versus Causation

Module 3

·       Basic Concepts of Probability

·       Condition Probability and Two-Way Tables

·       The Multiplication and Addition Rule

·       Simulations

Segment II Concepts

Module 4

·       Random Variables

·       Binomial Probability Distribution

·       Geometric Probability Distribution

·       Introduction to Normal Probability Distribution

Module 5

·       Sampling Distributions and Proportions

·       Sample Means

·       Confidence Intervals for Proportions

·       Confidence Intervals for Means

Module 6

·       Hypothesis Testing- One Proportion

·       Hypothesis Testing- One-Sample Mean

·       Comparing Two Means

·       Scatterplots and Correlation

·       Least-Squares Regression

Sylabus kurzu

Probability and Statistics Syllabus

• Probability and Statistics Syllabus - Probability and Statistics Syllabus

Materiály

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Cena

cena kurzu: 12 940,- Kč / 543,- EUR