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Added empty cells for playing around
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Exercise-1-GWAS.ipynb

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"</div>"
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{
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"cell_type": "code",
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"execution_count": null,
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"cell_type": "code",
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"execution_count": 3,
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"# load MC_length.csv\n"
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"cell_type": "code",
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"execution_count": null,
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"cell_type": "code",
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"# load MZ_length.csv\n"
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{
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"cell_type": "code",
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"execution_count": null,
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"</div>"
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"cell_type": "code",
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"# store the genotype dataframe in the gwas.h5 dataset side by side with the phenotype\n"
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"# does the file system on disk match the size in memory ?"
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{
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"execution_count": null,
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"metadata": {},
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"cell_type": "code",
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"Remove N/A from the phenotype dataframe and make sure that the genotype and phenotype dataframes only contain accessions that occur in both"
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"cell_type": "code",
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"#Remove NaNs from the phenotype dataset\n"
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]
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"</div>"
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"$$"
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"execution_count": null,
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"metadata": {},
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"cell_type": "code",
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"Run the standard linear regression for all 3 phenotypes (raw, box-cox and log transformed) and genetate the Manhattan plots "
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"\n"
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"generate qq-plots and check the inflation"
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"execution_count": null,
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"</div>"
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"#normalize it\n"
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"execution_count": null,
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"# Run linear mixed model\n"
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]
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"# retrieve the P-values, the Betas, and the standard errors.\n"
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"execution_count": null,
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"![MC_length](images/meijon/MZ_lmm.png)"
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