Applied Statistics 101
with CEU Certificate*
have taken this course
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.Closing out the course is a brief overview of SPSS, which is a powerful statistics software package that can automatically perform many of the tasks described in the lesson. Although the course does not always provide rigorous mathematical justifications for every aspect of the statistical tools and theory discussed therein, it does provide common-sense explanations of many of these aspects, and it includes numerous real-world examples to illustrate the use of these tools.
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.
Universal Class, Inc. has been approved as an Accredited Provider by the International Association for Continuing Education and Training (IACET). In obtaining this approval, Universal Class, Inc. has demonstrated that it complies with the ANSI/IACET Standard which is widely recognized as the Standard of good practice internationally. As a result of their Accredited Provider status, Universal Class, Inc. is authorized to offer IACET CEUs for its courses that qualify under the ANSI/IACET Standard.
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Lesson 1 - Descriptive Statistics Io Review arithmetic means and some associated concepts in descriptive statistics
o Consider other types of means, including geometric and power means
Lesson 2 - Descriptive Statistics IIo Use moments about the mean to represent measures of dispersion and asymmetry
o Calculate the variance, standard deviation, and skewness of data sets
Lesson 3 - Frequencieso Create frequency tables to represent data sets
o Calculate relative, cumulative, and cumulative relative frequencies
o Create and interpret bar graphs and histograms
Lesson 4 - Multivariate Datao Recognize multivariate data versus univariate data
o Represent multivariate data using tables and scatterplots
o Calculate descriptive statistics for multivariate data, including covariances
Lesson 5 - Cross Tabulation Io Create cross tabulations for bivariate data sets
o Review the basic terminology and procedure associated with statistical hypothesis testing
Lesson 6 - Cross Tabulation IIo Understand how to calculate the chi-square statistic for a cross tabulation
o Use the chi-square statistic to test hypotheses regarding cross tabulations
Lesson 7 - Correlationo Understand how variance can be used to define a statistic that measures the linear relationship between variables
o Use the correlation coefficient to quantify the correlation between two variables
Lesson 8 - Student's t-Tests Io Learn and apply hypothesis testing procedure to the one-sample Student's t-test
Lesson 9 - Student's t-Tests IIo Apply the paired two-sample Student's t-test to determine if two samples have statistically different means
Lesson 10 - One-Way ANOVAo Identify the test statistic for one-way ANOVA
o Use one-way ANOVA to compare the means of multiple sample groups
Lesson 11 - Repeated MeasuresRecognize repeated measures designs
Determine an alternate method of evaluating means for repeated measures designs (repeated measures ANOVA)
Lesson 12 - Factor Analysiso Recognize some of the key terms associated with factor analysis
o Understand the overall purpose and procedures of exploratory and confirmatory factor analysis
Lesson 13 - SPSSo Gain some familiarity with SPSS
o Use SPSS to calculate statistical results in some simple cases
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
Course Title: Applied Statistics 101Course Number: 7550578Languages: English - United States, Canada and other English speaking countriesCourse Type: General EducationCEU Value: 3.5 IACET CEUs (Continuing Education Units)CE Accreditation: Universal Class, Inc. has been accredited as an Authorized Provider by the International Association for Continuing Education and Training (IACET).Grading Policy: Earn a final grade of 70% or higher to receive an online/downloadable CEU Certification documenting CEUs earnedAssessment Method: Lesson assignments and review examsInstructor: Jeff ClarkSyllabus: View SyllabusDuration: Continuous: Enroll anytime!Requirements: View Technical RequirementsCourse Fee: $70.00 (no CEU Certification) || with CEU Certification: $95.00
- View and Share Your Certificate Online or Download/Print as PDF
- Display Your Certificate on Your Resume and Promote Your Achievements Using Social Media
Learning OutcomesBy successfully completing this course, students will be able to:
- 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, and
- Demonstrate mastery of lesson content at levels of 70% or higher.
Lesson 1 Exercise Assignment 25 Lesson 1 Descriptive Statistics I Exam 10 Lesson 2 Exercise Assignment 25 Lesson 2 Descriptive Statistics II Exam 10 Lesson 3 Exercise Assignment 25 Lesson 3 Frequencies Exam 9 Lesson 4 Exercise Assignment 25 Lesson 4 Multivariate Data Exam 10 Lesson 5 Exercise Assignment 25 Lesson 5 Cross Tabulation I Exam 10 Lesson 6 Exercise Assignment 25 Lesson 6 Cross Tabulation II Exam 10 Lesson 7 Exercise Assignment 25 Lesson 7 Correlation Exam 10 Lesson 8 Exercise Assignment 25 Lesson 8 Students t-Tests I Exam 10 Lesson 9 Exercise Assignment 25 Lesson 9 Students t-Tests II Exam 10 Lesson 10 Exercise Assignment 25 Lesson 10 One-Way ANOVA Exam 10 Lesson 11 Exercise Assignment 25 Lesson 11 Repeated Measures Exam 10 Lesson 12 Factor Analysis Exam 10 Lesson 13 Exercise Assignment 25 Lesson 13 SPSS Exam 10 The Final Exam Exam 129 Total Points: 558
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