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Syllabus: Quantitative
Methods in Biology, Biology 106, Todd Livdahl, Instructor
Office,BP
305; phone, 793-7514; e-mail TLivdahl@clarku.edu Text:
Dytham, Calvin. 1999. Choosing and Using Statistics: A Biologist's Guide.
Blackwell Science, Ltd., Oxford
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1/13 |
Introduction |
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1/15-30 |
Science, Experimental Design,
Basic quantitative methods. |
Handout: Platt, 1964 Any Introductory Biology chapter on Scientific
Method Dytham, 1-33 |
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2/4-6 |
Data in Biology Samples and variables Frequency distributions, graphics |
Dytham, 34-60 |
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2/11 |
Quiz |
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2/13-18 |
Descriptive statistics of location of dispersion parameters and statistics |
Handouts |
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2/27-3/18 |
Probability distributions Binomial Poisson Normal |
Handouts |
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3/20 |
Quiz |
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3/25-4/1 |
Estimation, hypothesis testing Confidence limits for means t-distribution t-tests comparisons of variances |
61-119 |
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4/3-10 |
Comparisons of several means: Analysis of Variance A priori tests A posteriori tests Two and three-way analyses of variance |
99-146 |
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4/15 |
Quiz |
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4/17-24 |
Regression and correlation Multiple Regression, Analysis of covariance,
Nonlinear fitting Correlation Nonparametric statistics, Goodness of Fit tests |
147-176 |