Two‐sample test with g‐modeling and its applications
Sign Up to like & getrecommendations! Published in 2022 at "Statistics in Medicine"
DOI: 10.1002/sim.9603
Abstract: Many real data analyses involve two‐sample comparisons in location or in distribution. Most existing methods focus on problems where observations are independently and identically distributed in each group. However, in some applications the observed data… read more here.
Keywords: two sample; test modeling; modeling applications; test ... See more keywords
Cooperative Relaying in a SWIPT Network: Asymptotic Analysis Using Extreme Value Theory for Non-Identically Distributed RVs
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Communications"
DOI: 10.1109/tcomm.2021.3073029
Abstract: This paper derives the distribution of the maximum end-to-end (e2e) signal to noise ratio (SNR) in an opportunistic relay selection based cooperative relaying network having a large number of non-identical relay links. The source is… read more here.
Keywords: identically distributed; non identically; value theory; extreme value ... See more keywords
Estimation and Testing on Independent Not Identically Distributed Observations Based on Rényi’s Pseudodistances
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Information Theory"
DOI: 10.1109/tit.2022.3158308
Abstract: In real life we often deal with independent but not identically distributed observations (i.n.i.d.o), for which the most well-known statistical model is the multiple linear regression model (MLRM) with non-random covariates. While the classical methods… read more here.
Keywords: estimation testing; based nyi; independent identically; distributed observations ... See more keywords