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MA121: Introduction to Statistics
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COURSE INTRODUCTION
Course Syllabus
Unit 1: Statistics and Data
1.1.1: What is Statistics?
1.1.2: Descriptive and Inferential Statistics
1.1.3: Types of Data and Their Collection
1.2.1: Graphical Methods for Describing Quantitative Data
1.2.2: Numerical Measures of Central Tendency and Variability
1.2.3: Methods for Describing Relative Standing
1.2.4: Methods for Describing Bivariate Relationships
Unit 1 Assessment
Unit 2: Elements of Probability and Random Variables
2.1.1: Events, Sample Spaces, and Probability
2.1.2: Counting Rules
2.2.1: Common Discrete Random Variables
2.2.2: Normal Distribution
Unit 2 Assessment
Unit 3: Sampling Distributions
3.1.1: Continuous Random Variables
3.1.2: Definition and Interpretation
3.1.3: Sampling Distributions Properties
3.2.1: The Sampling Distribution of Sample Mean
3.2.2: The Sampling Distribution of Pearson's r
3.2.3: The Sampling Distribution of the Sample Proportion
Unit 3 Assessment
Unit 4: Estimation with Confidence Intervals
4.1.1: Sample Statistics and Parameters
4.1.2: Bias and Sampling Variability
4.2.1: Confidence Intervals for Mean
4.2.2: Confidence Intervals for Correlation and Proportion
Unit 4 Assessment
Unit 5: Hypothesis Test
5.1.1: Setting up Hypotheses
5.1.2: Interpreting Hypotheses Testing Results
5.1.3: Steps in Hypothesis Testing and Its Relation to Confidence Intervals
5.2.1: Testing Single Mean
5.2.2: Testing the Difference between Two Means
5.3: Chi-Square Distribution
5.4: Comparing the Proportions of Populations
Unit 5 Assessment
Unit 6: Linear Regression
6.1.1: Scatter Plot of Two Variables and Regression Line
6.1.2: Correlation Coefficient
6.1.3: Sums of Squares
6.2.1: Standard Errors of the Least Squares Estimates
6.2.2: Statistical Inference for the Slope and Correlation
6.2.3: Influential Observations
6.3: ANOVA
Unit 6 Assessment
Study Guide
Course Feedback Survey
Certificate Final Exam
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Arts and Humanities
Art History
Communication
English
Philosophy
Business Administration
Computer Science
English as a Second Language
Professional Development
Business and Communication
College Success
Computer and Information Technology
General Knowledge for Teachers
Writing and Soft Skills
Science and Mathematics
Biology
Chemistry
Mathematics
Physics
Social Science
Economics
Geography
History
Political Science
Psychology
Sociology
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MA121: Introduction to Statistics
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Course Syllabus