Statistics with StatCrunch by the Math Sorcerer

Full College Course on Statistics with StatCrunch

4.77 (71 reviews)

Udemy

platform

English

language

Math

What you will learn

How to use StatCrunch for Statistics

The Difference Between Qualitative and Quantitative Data

The Difference Between Discrete and Continuous Data

Definitions of Population, Parameter, Sample, and Statistic

Levels of Measurement: Nominal, Ordinal, Interval, Ratio

Random Samples versus Simple Random Samples

Cluster Sampling, Stratified Sampling, Convenience Sampling, and Systematic Sampling

How to Construct a Frequency Table/Frequency Distribution from Scratch given the Data

How to Fill in a Frequency Table given some Information

How to Compute the Class Width from the Formula and from the Table

How to Compute the Class Limits, Frequencies, Relative Frequencies, Class Midpoints, Cumulative Frequencies, and Class Boundaries

Determine if a Frequency Table is Normal

The Definition of an Outlier

Finding the Mean and Standard Deviation from a Frequency Table

How to Read a Histogram

How to Identify the Shape of a Histogram

How to Determine if a Histogram is Normal

How to Create a Pareto Chart in StatCrunch

How to Create a Pie Chart in StatCrunch

How to Create a Stemplot(Stem and Leaf Display) in StatCrunch

How to Create a Scatter Plot in StatCrunch

How to Create a Dotplot in StatCrunch

How to Read Statistical Graphs and Recognize Bad Graphs

Understand the Notation in Statistics

Understand the Measures of Center: Mean, Median, Mode, and Midrange

Compute all the Measures of Center using StatCrunch

Understand the Measures of Variation: Range, Standard Deviation, Variance, and Coefficient of Variation

Compute all the Measures of Variation using StatCrunch

How to Compute the Coefficient of Variation by Hand

Understand Z-Scores and What they Mean Intuitively

How to Compute Z-Scores by Hand with the Formula

How to Find the Value of x Given the Z-Score

How to Compute the Maximum and Minimum Usual Values

Understand Boxplots(Box and Whisker Plots), the Five Number Summary, and the IQR(Interquartile Range)

Create a Boxplot, Find the Five Number Summary, and Find the IQR using StatCrunch

Understand How to Read Boxplots

How to Find Percentiles Given the Data with StatCrunch

Understand what a Probability Is

Understand the Various ways to Compute Probabilities

Understand The Basic Rules of Probability

Understand Complements in Probability

Understand the Addition Rule Formula for Probability and What it Means Intuitively

How to use the Addition Rule in Probability Problems

How to Compute Probabilities from a Table

Understand the Multiplication Rule for Probability

How to use the Multiplication Rule for Probability Both With and Without Replacement

Understand Conditional Probability

How to Compute Conditional Probabilities in Various Scenarios, including those which Include a Table

Understand the Multiplication Rule for Counting(AKA the Fundamental Principle of Counting) and How to Use it

Understand what a Permutation Actually Means

Understand what a Combination Actually Means

Understand the Difference between Permutations and Combinations

Compute Permutations and Combinations by Hand with the Formulas

Compute Permutations by Hand without the Formula

Compute Permutations and Combinations with StatCrunch

Compute Various Probabilities using the Theory of Counting(Multiplication Rule, Combinations, Permutations)

Understand what a Random Variable Actually Is

Determine if a Random Variable is Discrete or Continuous

Understand what a Probability Distribution Actually is

Determine if the Given Table Defines a Probability Distribution

Compute Probabilities from a Given Probability Distribution using StatCrunch and By Hand

Compute the Mean and Standard Deviation Given a Probability Distribution using StatCrunch

Understand What the Expected Value Means in the Context of the Real World(Lottery) and How to Compute it by Hand

Understand the Binomial Distribution and it's Purpose

Compute Probabilities by Hand with the Binomial Distribution

Compute Probabilities with StatCrunch and the Binomial Distribution

Compute the Mean and Standard Deviation of the Binomial Distribution by Hand

Understand the Poisson Distribution(Very Cool!)

Compute Probabilities using the Poisson Distribution by Hand

Use StatCrunch to Compute Probabilities with the Poisson Distribution

Compute the Mean and Standard Deviation of the Poisson Distribution

Construct a Probability Distribution for the Sample Means by Hand

Construct a Probability Distribution for the Sample Proportions by Hand

Understand the Normal Distribution and the Standard Normal Distribution

How to Compute Probabilities with the Normal Distribution and StatCrunch

Find the Area under the Normal Distribution with StatCrunch

Compute Z-Scores given the Area under the Normal Curve with StatCrunch

Find Percentiles with the Normal Distribution and StatCrunch

Sketch Areas under the Normal Distribution with StatCrunch

Find Cut-off Values with the Normal Distribution and StatCrunch

Find Quartiles with the Normal Distribution and StatCrunch

Understand and Use the Central Limit Theorem with StatCrunch

Construct Confidence Intervals for the Population Proportion or Population Percentage using StatCrunch

Find the Sample Size Needed to Estimate a Population Proportion or Percentage using StatCrunch

Construct Confidence Intervals for the Population Mean using Z and StatCrunch

Construct Confidence Intervals for the Population mean using T and StatCrunch

Find the Sample Size needed to Estimate a Population Mean with StatCrunch

Construct Confidence Intervals for Two Population Means using StatCrunch

Construct Confidence Intervals for Two Population Proportions using StatCrunch

Perform a Full Hypothesis Test for a Population Proportion or Percentage with StatCrunch

Perform a Full Hypothesis Test for a Population Mean with StatCrunch

Perform a Full Hypothesis Test for Two Population Means with StatCrunch

Perform a Full Hypothesis Test for Two Population Proportions with StatCrunch

Perform a Full Hypothesis Test for Dependent Data with StatCrunch

How to Compute P-Values, Test Statistics, and Critical Values for Various Hypothesis Tests with StatCrunch

Understand the Basics of Linear Correlation and What it Means Intuitively

Understand what the Linear Correlation Coefficient Actually Means and Represents

How to Determine if there is a Linear Correlation Both Mathematically and Graphically

How to Compute the Linear Correlation Coefficient and Coefficient of Determination using StatCrunch

How to Compute the Least Squares Line(Regression Line) using StatCrunch

How to Make Predictions when there is a Linear Correlation using StatCrunch

How to Make Predictions when there is not a Linear Correlation using StatCrunch