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Study notes of Data Analysis & Statistical Methods

Purdue University

View all

Least Squares Regression - Lecture Notes | STAT 30100

16 pages.

2010

Graphs, Numerical Summaries, Data Collection and Design | STAT 30100

23 pages.

2011

Lecture Notes on Hypothesis Testing Statistics | STAT 50300

11 pages.

2009

Predicting Test 2 Scores with Multiple Regression: Test 1, Lab, Homework, Attendance, Revi

15 pages.

2009

Large-Sample Tests for Population Proportions

13 pages.

2009

Two-Way Analysis of Variance - Lecture Notes | STAT 30100

8 pages.

2010

Review Answers for Exam 1 - Elementary Statistical Methods | STAT 30100

2 pages.

2011

One-Way ANOVA: Inference for Comparing Means and Pooling Variances - Prof. Ellen Gundlach

9 pages.

2010

Class Notes on Elementary Statistical Methods | STAT 30100

(1)

16 pages.

2010

Statistical inference - Elementary Statistical Methods | STAT 30100

15 pages.

2009

Understanding Population Parameters: Z-scores, Confidence Intervals & Hypothesis Testing -

10 pages.

2010

Purdue University Statistics 511: Practice Problems for Chapters 1-3

14 pages.

2009

Evaluating Cluster Validity in Data Mining: Techniques and Measures - Prof. Jennifer L. Ne

16 pages.

2009

Data Mining: Predictive Modeling and Search Algorithms - Prof. Jennifer L. Neville

20 pages.

2009

Statistical Inference with t-Distributions: Confidence Intervals and Hypothesis Tests - Pr

16 pages.

2009

Probabilistic Model-Based Clustering: Gaussian Mixture Models - Prof. Jennifer L. Neville

15 pages.

2009

Notes for Homework 2 | Elementary Statistical Methods | STAT 30100

31 pages.

2011

Data Mining: K-means Clustering and Spectral Clustering - Prof. Jennifer L. Neville

19 pages.

2009

Multiple Linear Regression and Its Application in Predicting Student's Test Score

23 pages.

2009

Two-way Analysis of variance - Questions and Answers | STAT 30100

(1)

8 pages.

2009

Inferencing Between Two Samples: Z Tests & Confidence Intervals for Difference of Means -

34 pages.

2009

Probability Theory and Statistical Inference in Data Mining: A Review - Prof. Jennifer L.

15 pages.

2009

Linear Regression: Scatterplot, Correlation, and Least Squares Regression Line - Prof. Yan

16 pages.

2009

Measurement and Data - Lecture Slides | STAT 59800

8 pages.

2009

Data Mining: Predictive Modeling and Evaluation - Prof. Jennifer L. Neville

18 pages.

2009

Calculating Confidence Intervals & Hypothesis Testing for Unknown Population Means - Prof.

15 pages.

2010

Naive Bayes Classifiers - Data Mining - Lecture Slides | STAT 59800

18 pages.

2009

Cheddar Cheese Taste Analysis with Acetic Acid, Hydrogen Sulfide, and Lactic Acid - Prof.

11 pages.

2009

Looking at Data Distributions - Lecture Notes | STAT 30100

15 pages.

2009

Predictive Modeling in Data Mining: Components and Approaches - Prof. Jennifer L. Neville

12 pages.

2009

Chi-Square Test and Two-Way Tables Analysis - Prof. Christa L. Sorola

11 pages.

2009

Notes on One-way Analysis of Variance (ANOVA) | STAT 30100

(1)

14 pages.

2009

Lecture Slides on Support Vector Machines - Data Mining | STAT 59800

14 pages.

2009

Using the Normal Distribution for Sample Means in Quality Control - Prof. Ellen Gundlach

6 pages.

2010

Anomaly Detection in Data Mining - Prof. Jennifer L. Neville

19 pages.

2009

Two-Way Analysis of Variance: An Example with Granola Bars and Blood Pressure Data - Prof.

8 pages.

2009

Testing Hypotheses about a Population Mean: Z and t Tests - Prof. Mihails Levins

21 pages.

2009

Two-Sample Test for Proportions & Variance: Purdue Univ. Stats 511, Fall 2006 - Prof. Miha

18 pages.

2009

Comparing Data Mining Systems: Commercial Options and Selection Criteria - Prof. Jennifer

21 pages.

2009

Two-Way Analysis of Variance: Comparing Means in Two-Factor Experiments - Prof. James W. D

8 pages.

2009

Data Mining, and Populations and Samples - Lecture Slides | STAT 59800

34 pages.

2009

Data Analysis, Chi-Square Test for Two-Way Tables | STAT 30100

11 pages.

2010

Multiple Regression: Predicting Response Variables with Multiple Explanatory Variables - P

14 pages.

2009

Normal Distribution: Finding Probabilities with Z-scores - Prof. Yang Zhao

9 pages.

2009

Lecture Notes: Multiple Regression - An Introduction - Prof. James W. Dobbin

18 pages.

2009

Anomaly Detection in Data Mining: Nearest-Neighbor, Density-Based, Clustering - Prof. Jenn

14 pages.

2009

Data Mining: An Example from the Financial Industry - Prof. Jennifer L. Neville

19 pages.

2009

Descriptive Modeling, Bayes Nets - Lecture Slides | STAT 59800

19 pages.

2009

The Normal Distribution - Lecture Notes | STAT 30100

6 pages.

2010

Statistical Inference: Confidence Intervals and Hypothesis Testing for Means - Prof. Thoma

19 pages.

2009