Online Class: Applied Statistics 101
no certificate
with CEU Certificate*
-
14Lessons
-
17Exams &
Assignments -
1,937Students
have taken this course -
21Hours
average time -
2.1CEUs
Course Description
Large sets of numbers can be daunting, and characterizing them in a few words or numbers can be even more daunting. This course considers how to take data sets--whether large or small--and describe them using a few numbers (descriptive statistics). This, however, is only a small portion of the course.
The majority of the course is dedicated to reaching statistically justified conclusions on the basis of these descriptive statistics. For instance, does the average value of one data set deviate from another in what might be called a "statistically significant" manner? To this end, the course covers cross tabulation of data (including the chi-square test), correlation, linear regression, Student's t-tests, analysis of variance (ANOVA), repeated measures analysis, and factor analysis.
Thus, this course teaches students to take sets of data, describe them using a few numbers (including the mean, variance, and skewness), and then reach statistically justifiable conclusions about those data sets. Students should come away from the course with confidence in their ability to tackle basic applied statistics problems and with the fundamental knowledge needed to learn more in-depth statistical theory.
- Completely Online
- Self-Paced
- Printable Lessons
- Full HD Video
- 6 Months to Complete
- 24/7 Availability
- Start Anytime
- PC & Mac Compatible
- Android & iOS Friendly
- Accredited CEUs
Course Lessons
Lesson 1 - Descriptive Statistics I
o Consider other types of means, including geometric and power means 11 Total Points
- Lesson 1 Video A
- Lesson 1 Video B : How to Take an Exam
- Lesson discussions: Reasons for Taking this Course
- Complete Assignment: Introduction
- Assessment: Lesson 1 Descriptive Statistics I
- Assessment: Feedback about the exam.
Lesson 2 - Descriptive Statistics II
o Calculate the variance, standard deviation, and skewness of data sets 10 Total Points
- Lesson 2 Video
- Assessment: Lesson 2 Descriptive Statistics II
Lesson 3 - Frequencies
o Calculate relative, cumulative, and cumulative relative frequencies
o Create and interpret bar graphs and histograms Additional lesson topics: Variance Formulas in Excel 9 Total Points
- Lesson 3 Video
- Review Practice Worksheet: Example2Explainedfurther.docx
- Assessment: Lesson 3 Frequencies
Lesson 4 - Multivariate Data
o Represent multivariate data using tables and scatterplots
o Calculate descriptive statistics for multivariate data, including covariances 10 Total Points
- Lesson 4 Video
- Assessment: Lesson 4 Multivariate Data
Lesson 5 - Cross Tabulation I
o Review the basic terminology and procedure associated with statistical hypothesis testing Additional lesson topics: Contingency table 10 Total Points
- Lesson 5 Video
- Assessment: Lesson 5 Cross Tabulation I
Lesson 6 - Cross Tabulation II
o Use the chi-square statistic to test hypotheses regarding cross tabulations Additional lesson topics: Filling out Frequency Tables Video 10 Total Points
- Lesson 6 Video
- Assessment: Lesson 6 Cross Tabulation II
Lesson 7 - Correlation
o Use the correlation coefficient to quantify the correlation between two variables Additional lesson topics: Correlation 10 Total Points
- Lesson 7 Video
- Assessment: Lesson 7 Correlation
Lesson 8 - Student's t-Tests I
- Lesson 8 Video
- Assessment: Lesson 8 Students t-Tests I
Lesson 9 - Student's t-Tests II
- Lesson 9 Video
- Assessment: Lesson 9 Students t-Tests II
Lesson 10 - One-Way ANOVA
o Use one-way ANOVA to compare the means of multiple sample groups Additional lesson topics: A table of values for the F distribution 10 Total Points
- Lesson 10 Video
- Assessment: Lesson 10 One-Way ANOVA
Lesson 11 - Repeated Measures
Determine an alternate method of evaluating means for repeated measures designs (repeated measures ANOVA) Additional lesson topics: Repeated Measures ANOVA; Total Sum of squares 10 Total Points
- Lesson 11 Video
- Assessment: Lesson 11 Repeated Measures
Lesson 12 - Factor Analysis
o Understand the overall purpose and procedures of exploratory and confirmatory factor analysis 10 Total Points
- Lesson 12 Video
- Assessment: Lesson 12 Factor Analysis
Lesson 13 - Linear Regression I
- Lesson 13 Video
- Assessment: Lesson 13 Linear Regression I
Lesson 14 - Linear Regression II
- Lesson 14 Video
- Lesson discussions: Program Evaluation Follow-up Survey (End of Course); Course Comments
- Assessment: Lesson 14 Linear Regression II
- Assessment: The Final Exam
Learning Outcomes
- Define descriptive statistics.
- Demonstrate statistics and the use frequencies and how to solve these problems.
- Identify multivariate data.
- Demonstration Cross Tabulation problems and solutions
- Demonstrate understanding of correlation in statistics.
- Demonstrate problem and solution use of t-Tests.
- Demonstrate One-Way ANOVA statistical problems and solutions
- Demonstrate Repeated Measures.
- Demonstrate Factor Analysis.
- Describe basic usage of SPSS for graphing and solving applied statistics problems.
- Demonstrate mastery of lesson content at levels of 70% or higher.
Additional Course Information
- Document Your Lifelong Learning Achievements
- Earn an Official Certificate Documenting Course Hours and CEUs
- Verify Your Certificate with a Unique Serial Number Online
- View and Share Your Certificate Online or Download/Print as PDF
- Display Your Certificate on Your Resume and Promote Your Achievements Using Social Media
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Time to complete | 6 months |
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Certificate & CEUs
This course only
Includes certificate | |
Includes CEUs | |
Self-paced | |
Instructor support | |
Time to complete | 6 months |
No. of courses | 1 course |
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Includes all 600+ courses
Includes certificate | |
Includes CEUs | |
Self-paced | |
Instructor support | |
Time to complete | 12 Months |
No. of courses | 600+ |
Certificates & CEUs
Includes all 600+ courses
Includes certificate | |
Includes CEUs | |
Self-paced | |
Instructor support | |
Time to complete | 24 Months |
No. of courses | 600+ |
Student Testimonials
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