AP Statistics 개념정리 동영상 강의 입니다.
AP 시험 문제 유형에 대비할 수 있도록 필수 개념만을 설명합니다.
AP Statistics 1강 (38:07)
I. Exploring Data (1)
- Type of ariables : Quantitative vs. Qualitative, Discrete vs. Continuous
- Quantitative Measures : Center, Variation
AP Statistics 2강 (26:12)
I. Exploring Data (1) - continued
- Quantitative Measures : Position
- Effect of Changing Units
- Z-score, Chebyshev's rule
AP Statistics 3강 (30:03)
I. Exploring Data (2)
- Patterns in Data : Center, Spread, Shape
- Dotplot
- Bar chart and Histogram
- Stemplot
- Boxplot
- Cumulative Frequency Plots
AP Statistics 4강 (35:46)
I. Exploring Data (3)
- Comparing Distributions
- Exploring Bivariate Data
- Scatter plot
- Linear Correlation
AP Statistics 5강 (42:16)
I. Exploring Data (4)
- Least Squares Regression Line
- Coefficient of Determination
- Residual and Residual Plot
- Outlier and Influential Point
AP Statistics 6강 (29:18)
I. Exploring Data (5)
- Transformation to achieve linearity
- One-way Table
- Two-way Table
AP Statistics 개념정리 #07 (45:51)
II. Producing Data (1)
- Methods of Data collection
- Sampling Methods
- Simple Random Sampling
- Bias in Survey Sampling
AP Statistics 개념정리 #08 (32:01)
II. Producing Data (2)
- Parts of an Experiments
- Well-Designed Experiment
- Experimental Design
AP Statistics 개념정리 #09 (36:57)
III. Anticipating Patterns (1)
- Probability
- Random Variable
- Discrete Probability Distribution
- Continuous Probability Distribution
AP Statistics 개념정리 #10 (43:01)
III. Anticipating Patterns (2)
- Expected Value and Standard Deviation
- Properties of Mean, Varian and Standard Deviation
- Joint Probability Distribution
- Combination of Random Variables
- Simulation
AP Statistics 개념정리 #11 (48:00)
III. Anticipating Patterns (3)
- Binomial Distribution
- Geometric Distribution
- Normal Distribution
- Standard Normal Distribution
- Normal Approximation
AP Statistics 개념정리 #12 (46:28)
III. Anticipating Patterns (4)
- Sampling Distribution
- Central Limit Theorem
- Sampling Distribution of Mean
- Sampling Distribution of Difference between Means
- Sampling Distribution of Proportion
- Sampling Distribution of Differences between Proportions
AP Statistics 개념정리 #13 (24:55)
III. Anticipating Patterns (5)
- Sampling Distribution
- T Distribution
- Chi-square Distribution
AP Statistics 개념정리 #14 (39:48)
IV. Statistical Inference (1)
- Estimation : Point vs. Interval Estimation
- Confidence Interval
- Margin of Error
- Confidence Level
- Critical Value
AP Statistics 개념정리 #15 (34:42)
IV. Statistical Inference (2)
- Compute a Confidence Interval of Proportion
- Compute a Confidence Interval of Difference between Proportions
- Compute a Confidence Interval of Means (Known / Unknown σ)
AP Statistics 개념정리 #16 (45:10)
IV. Statistical Inference (3)
- Compute a Confidence Interval of Difference between Means
- Compute a Confidence Interval of Difference between Matched Pairs
- Compute a Confidence Interval of Regression line Slope
AP Statistics 개념정리 #17 (39:42)
IV. Statistical Inference (4)
- Hypothesis Test
Null vs. Alternative Hypothesis
Significance Level
P-value
Type I Error (α), Type II Error (β)
Power of Test (1-β)
- Procedures of Hypothesis Testing
AP Statistics 개념정리 #18 (41:35)
IV. Statistical Inference (5)
- Hypothesis Test of Proportion
- Hypothesis Test of Difference between Proportions
- Hypothesis Test of Means (Known / Unknown σ)
AP Statistics 개념정리 #19 (35:36)
IV. Statistical Inference (6)
- Hypothesis Test of Difference between Means
- Hypothesis Test of Difference between Matched Pairs
- Hypothesis Test of Regression line Slope
AP Statistics 개념정리 #20 (36:46)
IV. Statistical Inference (7)
- Chi-square Test of Goodness of Fit
- Chi-square of Homogeneity
- Chi-square of Independence
※ 현재 2021년도 동영상 강의 제작 중이며, 2012년 강의를 저렴하게 판매합니다.
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