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Introduction

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Random or fixed effects

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Random effect model

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Variance components

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Intraclass correlation

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Hypothesis

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ANOVA table

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Estimation of variance components

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Estimation of intraclass correlation

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Unequal sample sizes

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Example  Ram breeding experiment

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Example  Ram breeding experiment

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Random effects model with two factors

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Variance components in the two way layout

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Intraclass correlation in the two way layout

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Hypothesis

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ANOVA table

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Estimation of variance components

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Estimation of intraclass correlation

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Example

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Mixed effects model

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Variance components in mixed effects model

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Intraclass correlation in mixed effects model

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Hypothesis

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ANOVA table for mixed effects model

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Estimation of fixed effects

slide240 
Estimation of variance components

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Estimation of intraclass correlation

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Multiple comparisons in mixed effects models
