Matthew E. Clapham

Lecture material for EART101 (Invertebrate Paleobiology), EART120 (Sedimentology and Stratigraphy), and EART125 (Statistics and Data Analysis in the Geosciences) at the University of California, Santa Cruz.

17 - Delta environments
17 - Delta environments
8 - Alluvial fans
8 - Alluvial fans
1 Fluvial type
1 Fluvial type
Regression with Count Data: Poisson and Negative Binomial
Regression with Count Data: Poisson and Negative Binomial
Linear regression
Linear regression
Shapiro-Wilk test
Shapiro-Wilk test
Linear mixed effects models
Linear mixed effects models
Statistical power
Statistical power
Statistical testing procedures and the p value
Statistical testing procedures and the p value
Time series and first differences
Time series and first differences
Nested ANOVA
Nested ANOVA
Factorial ANOVA
Factorial ANOVA
21 - Parasequences and sequence boundary
21 - Parasequences and sequence boundary
Generalized least squares regression
Generalized least squares regression
Partial and semipartial correlation
Partial and semipartial correlation
Multiple regression
Multiple regression
6: The t test
6: The t test
2: Data dispersion
2: Data dispersion
30: Maximum likelihood estimation
30: Maximum likelihood estimation
29: Non-Metric Multidimensional Scaling (NMDS)
29: Non-Metric Multidimensional Scaling (NMDS)
28: Principal Component Analysis
28: Principal Component Analysis
27: Resampling (two-sample tests)
27: Resampling (two-sample tests)
26: Resampling methods (bootstrapping)
26: Resampling methods (bootstrapping)
25: MANOVA
25: MANOVA
24: Hotelling T2 test
24: Hotelling T2 test
23: Mahalanobis distance
23: Mahalanobis distance
22: Logistic regression
22: Logistic regression
21: ANCOVA
21: ANCOVA
19: Non-parametric correlation
19: Non-parametric correlation
18: Pearson product-moment correlation
18: Pearson product-moment correlation