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Statistics (Distribution (Normal Distribution (Z-test, T-test, Central…
Statistics
Distribution
Normal Distribution
Z-test
T-test
Central Limit Theorem
Binomial Distribution (The count of success in the n trials)
Mean
Formula of B(n,p,x)
Standard Deviation
Geometric Distribution( The number of trials necessary for the first success)
Formula of G
Sampling Distribution
Study Design
Sampling
Bias
Undercoverage
Voluntary Response
Response
Wording
None-Response
Method
Stratified Random Sample
Systematic Sample
Cluster Sample
Simple Random Sample
Voluntary Response Sample
Convenience Sample
Quota Sample
Experiment Design
Statistical Control
Replication
Randomization
Completely Randomized Design
Double-Blind Experiments
Randomized Block Design
Matched-Pairs Design
Probability
Random Variables
Discrete Random Variables
Probability of Distribution of Discrete Random Variables
Expected Value
Continuous Random Variables
Probability of Distribution of Continuous Random Variables
Events
Combined Events
P(A and B) = P(A)*P(B|A)
P(A or B) = P(A)+P(B)-P(A and B)
Conditional Probability
P(A|B)
Independent Events
P(A|B) = P(A) or P(B|A) = P(B)
Simulation
Law of Large Numbers
Inference
Confidence Interval
Confidence Interval for Mean
Confidence Interval for a difference in Proportion
Confidence Interval for a Proportion
Confidence Interval for a difference in mean
Testing Hypothesis
Null Hypothesis(H0)
Alternative Hypothesis (Ha)
One-sided Alternative
Two-sided Alternative
Type I Error
Type II Error
Power of a test
Chi-Square
Data Analysis
One Variable
Center
Mean
Median
Spread
Variance
Standard Deviation
"Five Number Summary"
Minimum
Q1
IQR
Outlier
Q3
Maximum
Q2(Median)
Shape
Uniform
Bell-Shaped
Skewed
Bimodal
Two Variable
Coefficient of Correlation
Postively Associated
Negatively Associated
Strength of Association
Coefficient of Determination
Sum of Squared Errors(LSRL)
Sum of Squared Total(Mean)
Margin of Error
Critical Value
Standard Error
Dotplot
Histogram/Bar Chart
Stem& Leaf
Box and Whisker Plot
Scatterplot
Venn Diagram
Tree Diagram
Probability Histogram