STAT 103: Fundamentals of Statistics
|Prerequisites:||None. Fulfills CORE Quantitative Analysis requirement, not open to students who have completed ISOM 241|
|Description: An introduction to statistical reasoning. Students learn how statistics has helped to solve major problems in economics, education, genetics, medicine, physics, political science, and psychology. Topics include: design of experiments, descriptive statistics, mean and standard deviation, the normal distribution, the binomial distribution, correlation and regression, sampling, estimation, and testing of hypothesis.|
C.H. Brase and C.P. Brase. Understanding Basic Statistics, 7th ed (WebAssign eBook). Cengage.
Instructions for students to obtain the e-book and to use WebAssign:Once your instructor has uploaded the class roster to WebAssign, your personal class page will be activated. You will access it with your Loyola ID and password as detailed below.
1. Go to www.webassign.net/luc/login.html(Note the change in URL from previous semesters.)
2. Use the LOG IN @ LOYOLA UNIVERSITY CHICAGObutton in the center of the page. The LOG IN button in the upper right-hand corner should NOTbe used.
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o Enter an access code (purchased at the Loyola Bookstore or from the Acadiem website),
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o Continue the free trial.Select the appropriate choice to access the e-book and homework assignments.
6. If you purchased an access code for the Larson text in a previous semester, you do not need to purchase another code.
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Chapter 1: Getting Started
1.1 What Is Statistics?
1.2 Random Samples
1.3 Introduction to Experimental Design
Chapter 2: Organizing Data
2.1 Frequency, Distributions, Histograms, and Related Topics
2.2 Bar Graphs, Circle Graphs, and Time-Series Graphs
Chapter 3: Averages and Variation
3.1 Measures of Central Tendency: Mode, Median, and Mean
3.2 Measures of Variation
3.3 Percentiles and Box-and-Whisker Plots
Chapter 4: Correlation and Regression
4.1 Scatter Diagrams and Linear Correlation
4.2 Linear Regression and the Coefficient of Determination
Chapter 5: Elementary Probability Theory
5.1 What is Probability?
5.2 Some Probability Rules-Compound Events
Chapter 6: The Binomial Probability Distribution and Related Topics
6.1 Introduction to Random Variables and Probability Distributions
6.2 Binomial Probabilities
6.3 Additional Properties of the Binomial Distribution
Chapter 7: Normal Curves and Sampling Distributions
7.1 Graphs of Normal Probability Distributions
7.2 Standard Units and Areas Under the Standard Normal Distribution
7.3 Areas Under Any Normal Curve
7.4 Sampling Distributions
7.5 The Central Limit Theorem
7.6 Normal Approximation to Binomial Distribution and to p-hat
Chapter 8: Estimation
8.1 Estimating μ When σ is Known
8.2 Estimating μ When σ is Unknown
8.3 Estimating p in the Binomial Distribution
Chapter 9: Hypothesis Testing
9.1 Introduction to Statistical Tests
9.2 Testing the Mean μ
9.3 Testing a Proportion p
Chapter 10: Inferences About Differences
10.1 Tests Involving Paired Differences (Dependent Samples)
10.2 Inferences about the Difference of Two Means μ1-μ2
10.3 Inferences about the Difference of Two Proportions p1-p2
Chapter 11: Optional: Additional Topics Using Inference
11.1 Optional: Chi-Square: Tests of Independence and a Homogeneity
11.2 Optional: Chi-Square: Goodness-of-Fit
See Course Page for additional resources.