On the foundations of statistical inference: Binary experiments
A Birnbaum - The Annals of Mathematical Statistics, 1961 - projecteuclid.org
… outcome of any experiment which is a mixture of component experiments should be interpreted
in the same way as if it were an outcome of … basis from which statistical inferences can be …
in the same way as if it were an outcome of … basis from which statistical inferences can be …
Statistical inference for high-dimensional generalized linear models with binary outcomes
… This article develops a unified statistical inference framework for high-dimensional binary …
of independent interest to solve other inference problems in high-dimensional binary GLMs. …
of independent interest to solve other inference problems in high-dimensional binary GLMs. …
Randomization inference for treatment effects on a binary outcome
J Rigdon, MG Hudgens - Statistics in medicine, 2015 - Wiley Online Library
… the average effect of treatment on a binary outcome without assuming additivity. These sets
… and subsequently a binary outcome is measured. Let the binary outcome of interest be …
… and subsequently a binary outcome is measured. Let the binary outcome of interest be …
[PDF][PDF] Causal inference for binary regression
A Nichols - Stata Conference Chicago (version June 14, 2011), 2011 - fmwww.bc.edu
… A regression with a binary outcome y presents special difficulties. … when the endogenous
regressor of interest is also binary. … With a binary outcome Y, we can write a “threshold model” …
regressor of interest is also binary. … With a binary outcome Y, we can write a “threshold model” …
On the foundations of statistical inference
A Birnbaum - Journal of the American Statistical Association, 1962 - Taylor & Francis
… According to the likelihood principle (L), when any binary experiment E gives any outcome x
de… of X(x) is the same as that of the positive outcome of the symmetric simple binary experi- …
de… of X(x) is the same as that of the positive outcome of the symmetric simple binary experi- …
A Bayesian approach for inference from a bridging study with binary outcomes
M Gandhi, B Mukherjee, D Biswas - … of Biopharmaceutical Statistics, 2012 - Taylor & Francis
… We propose a decision rule for binary outcome similar to Liu et al. (Citation2002). Given the
data from the bridging study and prior information on t and c from the reference studies, the …
data from the bridging study and prior information on t and c from the reference studies, the …
Causal inference for binary non-independent outcomes
M Lupparelli, A Mattei - arXiv preprint arXiv:1710.07039, 2017 - arxiv.org
… binary outcomes framing our discussion in the potential outcome approach to causal inference.
… of interest, we introduce new binary outcomes, defined as function (product) of subsets of …
… of interest, we introduce new binary outcomes, defined as function (product) of subsets of …
Logistic or linear? Estimating causal effects of experimental treatments on binary outcomes using regression analysis.
R Gomila - Journal of Experimental Psychology: General, 2021 - psycnet.apa.org
… In this article, I summarize the relevant literature on regression analysis of binary outcomes,
… of simple and multiple linear regression to estimate treatment effects on binary outcomes.1 …
… of simple and multiple linear regression to estimate treatment effects on binary outcomes.1 …
Statistical inference
P Laake, MW Fagerland - Research in Medical and Biological Sciences, 2015 - Elsevier
… Statistical inference provides the link between the study sample and the source population …
statistics must be used to provide valid inferences about the relationship between an outcome …
statistics must be used to provide valid inferences about the relationship between an outcome …
Statistical inference of agreement coefficient between two raters with binary outcomes
T Ohyama - Communications in Statistics-Theory and Methods, 2020 - Taylor & Francis
… In this article, we discuss a likelihood-based inference of the AC 1 in the case of two raters
with binary outcomes. Construction of confidence intervals is mainly discussed. In addition, …
with binary outcomes. Construction of confidence intervals is mainly discussed. In addition, …
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