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We study inference on parameters in linear panel data models when outcomes are censored.
Square-root transformation of CD4+ T-cell count did not change the study inference; the rate of decline for subtype CRF01_AE infected patients compared to other subtypes remained significantly higher after adjusting for age, baseline CD4+ T-cell count and log10 viral load (-1.83/year; 95%CI: 0.27 to 3.40; P = 0.022).
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Differences in the definition and distribution of tumor stages and grades may affect study inferences.
As this was a cross-sectional observational study, inferences on causation cannot be made.
First, because this is a cross-sectional study, inferences regarding causal relationships cannot be made.
First, as an observational study, inferences from our findings are dependent on complete adjustment for all relevant confounders.
These distinctions allow us to separately study inferences to GO terms of similar "type" and permit an understanding of how performance differs among these types.
Transparent reporting of the study populations, methods of data collection, analytic methods, and study inferences may help readers better identify issues that can affect the reproducibility of genetic association studies.
Items on this final form were designed to collect information on the reporting of study design, genotyping method, population stratification, analytical methods (including the analysis of multiple genetic variants and gene-environment interactions), and study inferences.
The accuracy of allele/genotype frequency estimation is of special importance since many analyses such as association studies, inference of haplotype, and inference of population structure rely on it.
This way we were able to study thousands of different data sets, instead of a single one as is the case for biological data, gaining insights into the population behavior of the studied inference methods.
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