Course

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Last Updated December 27, 2011

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Syllabus

(updated: Oct 16)

     
   

We will use two texts:

Discovering Statistics Using SPSS, 3rd ed, 2009, Andy Field, Sage Publications, Thousand Oaks

ISBN 978-1-84787-906-6

 

 

A Primer of Ecological Statistics, 2004, Nicholas Gotelli and Aaron Ellison, Sinauer Associates Inc., Sunderland

ISBN: 0878932690

 

 

Course Readings

The PDFs posted on this page are for class use only.

Please do not distribute.

 

 

Week 1 - Course Introduction and Foundations

Task for this Week: Review Basics & Check Out SPSS

 

Lecture 1: Tuesday Sept. 6

Introduction - Three Statistical Frameworks

 

 

Lecture 2: Thursday Sept. 8

The Scientific Method & Hypothesis Testing

 

Assigned Reading:

Platt J.R. (1964)

Strong inference. Science, 146: 347-353.

 

(61 Kb)

Assigned Reading:

Quinn J.F., Dunham A.E. (1983)

On hypothesis testing in ecology and evolution. The American Naturalist, 122(5): 602-617.

 

(2 Mb)

Extra Reading:

O'Donohue, W., Buchanan, J.A. (2001)

The weaknesses of strong inference. Behavior and Philosophy, 29: 1-20.

 

(1.2 Mb)

 

 

Week 2 - Simple Probability

Task for this Week: Calculate Simple Probability

 

 

Lecture 3: Tuesday Sept. 13

Probability and Sampling

 

Extra Reading:

Lewison, R.L., Soykan, C.U., Franklin J. (2009).
Mapping the bycatch seascape: multispecies and
multi-scale spatial patterns of fisheries bycatch.
Ecological Applications 19(4): 920–930.

 

(543 Kb)

Extra Reading:

Diamond, J. (1988).
Why cats have nine lives.
Nature 332 (6165): 586–587.

 

(330 Kb)

 

 

Lecture 4: Thursday Sept. 15

Estimation: central tendency and variation

 

Week 3 - Probability Distributions

Task for this Week: Work with Probability Distributions

 

 

Lecture 5: Tuesday Sept. 20

Probability Distributions I

 

Extra Reading:

Limpert, E., Stahel, W.A., and Abbt, M. (2001) Log-normal Distributions across the Sciences: Keys and Clues. Bioscience 51(5): 341-352.

(590 Kb)

 

 

 

Lecture 6: Thursday Sept. 22

Probability Distributions II

 

 

Week 4 - Distributions

Task for this Week: Start working with SPSS

 

Review: Tuesday Sept. 27

 

Homework 1

 

Homework 2

 

 

Lecture 7: Thursday Sept. 29

The SPSS Environment: Graphical Exploration

 

 

 

Week 5 - Assessing and Achieving Normality

Task for this Week: Summarize / Visualize Data in SPSS

 

 

Lecture 8: Tuesday Oct. 4

Parametric & Nonparametric Assumptions

 

 

Lecture 9: Thursday Oct. 6

Data Transformations

 

 

 

Week 6 - KS and SW Tests

Task for this Week: Master Graphing Data in SPSS

 

 

 

 

 

Thursday Oct. 13

NO CLASS - Presidential Inauguration

 

 

Week 7 - Correlation and Regression

Task for this Week: Master Correlation and Regression

 

 

Lecture 11: Tuesday Oct. 18

Correlation Analysis

 

 

 

Lecture 12: Thursday Oct. 20

Simple Linear Regression Analysis

 

 

 

Week 8 - Hypothesis testing & Experimental Design

Task for this Week: Review Hypothesis Testing

 

 

Lecture 13 (Guest - Dr. Vetter): Tuesday Oct. 25

Hypothesis Testing

 

 

 

Lecture 14 (Guest - Dr. Field): Thursday Oct. 27

Statistical Estimation

 

 

 

 

Week 9 - Multiple Regression and Mean Comparisons

Task for this Week:

Finish Regression / Start Group Comparisons

 

 

Lecture 15: Tuesday Nov. 1 - Quiz 5

Multiple Regression Analysis

 

 

Lecture 16: Thursday Nov. 3

Comparing Two Means
 

 

 

 

Week 10 - One-Way Analysis of Variance and Extensions

Task for this Week:

Start Discussing Analysis of Variance

 

 

Lecture 17: Tuesday Nov. 8 - Quiz 6

One-Way Analysis of Variance - Introduction

 

 

Lecture 18: Thursday Nov. 10

One-Way Analysis of Variance - Extensions
 

 

 

 

Week 11 - Repeated Measures and Multi-Way ANOVA

Task for this Week:

Continue Discussing Analysis of Variance

 

 

Lecture 19: Tuesday Nov. 15 - Quiz 7

Repeated Merasures Analysis of Variance

 

 

Lecture 20 : Thursday Nov. 17

 

 

 

Week 12 - Mixed-Model and Nested ANOVA

Task for this Week:

Finish Discussing Analysis of Variance

 

 

Lecture 21: Tuesday Nov. 22 - Quiz 8

 

Mixed-Model and nested Analysis of Variance

 

 

NO CLASS - Thanksgivings Holiday

 

 

 

 

Week 13 - Contingency and Non-Parametric Tests

Task for this Week:

Start Discussing Statistical Applications

 

 

Lecture 22: Tuesday Nov. 29 - Quiz 9

 

Analysis of Categorical Data

 

 

Lecture 23: Thursday Dec. 8

 

Nonparametric Analyses

 

 

 

 

 

Week 14 - Statistical Power

Task for this Week:

Finish Discussing Statistical Applications

 

 

Lecture 24: Tuesday Dec 6 - Quiz 10

 

Statistical Power

 

Extra Reading:

Dayton, P.K. (1998) Reversal of the burden of proof in fisheries management. Science 279 (5352): 821-822.

(680 Kb)

 

Lecture 25: Thursday Dec. 8 - Quiz 11

Wrap Up and Review - Jeopardy

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

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