A Primer Of Ecological Statistics Gotelli Pdf Reader

A primer of ecological statistics gotelli pdf reader

Search for: Search. Search Results for "a-primer-of-ecological-statistics". Gotelli,Aaron M. Author : Nicholas J. Chapter 1: An lntroduction to Probability. What Is Probability?

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Measuring Probability. The Probability of a Single Event. Prey Capture by Carnivorous Plants.

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Estimating Probabilities by Sampling. Defining the Sample Space. Probability Calcu1ations: Milkweeds and Caterpillars. Bayes' Theorem. Chapter 2: Random Variables and Probability Distributions.

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Discrete Random Variables. Bernoulli Random Variables. An Example of a Bernoulli Trial. The Binomial Distribution. Poisson Random Variables. The Variance of a Discrete Random Variable. Continuous Random Variables.

A Primer of Ecological Statistics

Uniform Random Variables. Normal Random Variables. Useful Properties of the Normal Distribution. Other Continuous Random Variables. The Central Limit Theorem. Measures of Location.

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The Arithmetic Mean Other Means. When to Use Each Measure of Location. Measures of Spread. The Variance and the Standard Deviation. The Standard Error of the Mean.

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Skewness, Kurtosis, and Central Moments. Using Measures of Spread. Confidence Intervals. Generalized Confidence lntervals. Chapter 4: Framing and Testing Hypotheses.

Scientific Methods.

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Deduction and lnduction. Moderrn-Day lnduction: Bayesian lnference. The Hypothetico-Deductive Method.

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Testing Statistical Hypotheses. Statistical Hypotheses versus Scientific Hypotheses. Statistical Significance and P - Values. Errors in Hypothesis Testing.

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Parameter Estimation and Prediction. Chapter 5:Three Frameworks for Statistical Analysis. Sample Problem. Monte Carlo Analysis. Step 1: Specifying the Test Statistic. Step 2: Creating the Null Distribution. Step 4: Calculating the Tail Probability. Assumptions of the Monte Carlo Method.

A primer of ecological statistics gotelli pdf reader

Advantages and Disadvantages of the Monte Carlo Method. Parametric Analysis.

A Primer of Ecological Statistics

Step 1: Specifyjng the Test Statistic. Step 2: Specifying the Null Distribution. Step 3: Calculating the Tail Probability. Assumptions of the Parametric Method. Advantages and Disadvantages of the Parametric Method.

Hypothesis Tests with Regression. Other Tests and Confidence IntervaIs. Assumptions of Regression. Diagnostic Tests For Regression. Plotting ResiduaIs.

A primer of ecological statistics gotelli pdf reader

Other Diagnostic Plots. The lnfluence Function. Monte Cado and Bayesian Analyses. Linear Regression Using Bayesian Methods. Other Kinds of Regression Analyses.

Robust Regression. Quantile Regression. Logistic Regression. Non-Linear Regression. Multiple Regression. Path AnaIysis. Model Selection Cri teria. Model Selection Methods for Multiple Regression.

A primer of ecological statistics gotelli pdf reader

Model Selection Methods in Path Analysis. Bayesian Model Selection. Constructing F- Ratios. Randomized Block. Understanding the lnteraction Term. Comparing Means. A Posteriori Comparisons.

A primer of ecological statistics gotelli pdf reader

A Priori Contrasts. Bonferroni Corrections and the Problem of Multiple Tests. Chapter The Analysis of Categorical Data.

Two- Way Contingency Tables. Organizing the Data.

Search Results for "a-primer-of-ecological-statistics"

Are the Variables lndependent? Testing the Hypothesis: Pearson's Chi-square Test. Which Test To Choose? Multi- Way Contingency Tables. On to Multi- Way Tables!

Bayesian Approaches to Contingency Tables. Tests for Goodness-of-Fit. Goodness-of- Fit Tests for Discrete Distributions. Testing Goodness-of-Fit for Continuous.