» » Dana Mosely - Chalk Dust Productions - Understanding Basic Statistics



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  • Author: kityvn
  • Date: 16-08-2014, 16:36
16-08-2014, 16:36

Dana Mosely - Chalk Dust Productions - Understanding Basic Statistics

Category: Tutorials


Dana Mosely - Chalk Dust Productions - Understanding Basic Statistics
Dana Mosely - Chalk Dust Productions - Understanding Basic Statistics [ DVDRip - 48 AVI ]
DVDRip | Lang: English | AVI | 640x480 | XviD, @ 708 Kbps, 29.970 fps | 7.10 GB
Audio: MP3, 48000 Hz, stereo, 128 Kbps
Genre: Mathematics




Statistics, 5th Edition, Full Set is 7 DVDs, softbound text, complete solutions guide by Dana Mosely, and technical support. $394"
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
# 2.3 Stem-and-leaf displays

Chapter 3- Fractions
# 3.1 Measures of Central Tendency: Mode, Median and Mean
# 3.2 Measures of Variation
# 3.3 Percentiles and Box-and-Whisker Descriptions

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
# 5.3 Tree Diagrams and Counting Techniques

Chapter 6- The Binomial Probability Distribution and related topics
# 6.1 Introduction to Random Variables and Probability
# 6.2 Binomial Probabilities
# 6.3 Additional Properties of the Binomial Distribution

Chapter 7- Normal Curves and Sampling Distribution
# 7.1 Graphs of Normal Probability Distributions
# 7.2 Standard Units and Areas under the Standard Normal distributions
# 7.3 Areas under any normal curve

# 7.4 Sampling Distributions
# 7.5 The central limit theorem
# 7.6 Normal Approximations to the Binomial Distribution

Chapter 8- Surfaces and Solids
# 8.1 Estimating? When ? Is known
# 8.2 Estimating? When ? Is unknown
# 8.3 Estimating p in the Binomial Distribution

Chapter 9- Hypothesis Testing
# 9.1 Locus of Points
# 9.2 Testing the Mean?
# 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 ?1-?2
# 10.3 Inferences about the difference of two proportions p1-p2

Chapter 11- Additional topics using inference
# 11.1 Chi-Square: Tests of Independence and of Homogeneity
# 11.2 Chi-Square: Goodness of fit
# 11.3 Testing a single Variance or Standard Deviation
# 11.4 Inferences for correlation and regression

Chapter 12
# 12.1 The Sign Test for Matched Pairs
# 12.2 The Rank-Sum Test
# 12.3 Spearman Rank Correlation
# 12.4 Runs Test for Randomness"

History:
In 1989 Dana Mosely was selected as the video instructor in mathematics for the College Division of publisher D.C. Heath and Company. At the time Dana was teaching at Valencia Community College in Orlando, Florida. The relationship with D.C. Heath involved contracts to produce video programs corresponding with college level mathematics textbooks.

Over the next several years many programs were completed and some of them were designed to remediate students in preparation for College Algebra and other college math subjects. The content of those courses corresponds almost exactly with the content of high school courses so the idea to re-purpose the lower level college video programs and couple them with related textbooks and solutions guides for homeschoolers emerged and permissions were acquired to go forward with the idea.

Chalk Dust Company was incorporated in 1994 for the purpose of offering high quality mathematics instruction on videotape to homeschooled students and a variety of other users. The first course offered was Algebra II. Additional courses were added over the next several years and the most recent was Statistics which joined the product mix in 2011.

Focus:
Supporting the effective learning process for the student remains the primary focus in making decisions concerning Chalk Dust product development. We feel that the combination of quality DVD instruction, understandable textbook examples, a solutions guide with step-by-step solutions to problems in the text, and personal help when needed via telephone or the internet, provide the most comprehensive and effective distance-learning environment.

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