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
An Approach to Canonical Correlation Analysis Based on Rényi’s Pseudodistances
Sign Up to like & getrecommendations! Published in 2023 at "Entropy"
DOI: 10.3390/e25050713
Abstract: Canonical Correlation Analysis (CCA) infers a pairwise linear relationship between two groups of random variables, X and Y. In this paper, we present a new procedure based on Rényi’s pseudodistances (RP) aiming to detect linear… read more here.
Keywords: nyi pseudodistances; based nyi; analysis; correlation analysis ... See more keywords