Cargando…

A solution to minimum sample size for regressions

Regressions and meta-regressions are widely used to estimate patterns and effect sizes in various disciplines. However, many biological and medical analyses use relatively low sample size (N), contributing to concerns on reproducibility. What is the minimum N to identify the most plausible data patt...

Descripción completa

Detalles Bibliográficos
Autores principales:	Jenkins, David G., Quintana-Ascencio, Pedro F.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2020
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7034864/ https://www.ncbi.nlm.nih.gov/pubmed/32084211 http://dx.doi.org/10.1371/journal.pone.0229345

Ejemplares similares

Minimum sample size for developing a multivariable prediction model using multinomial logistic regression
por: Pate, Alexander, et al.
Publicado: (2023)

When calculation of minimum sample size is not justified: When sample size calculation is not justified
por: Pourhoseingholi, Mohamad Amin, et al.
Publicado: (2011)

A Robust Solution to Variational Importance Sampling of Minimum Variance
por: Hernández-González, Jerónimo, et al.
Publicado: (2020)

Minimum sample sizes for invasion genomics: Empirical investigation in an invasive whitefly
por: Qu, Wan‐Mei, et al.
Publicado: (2019)

Minimum important difference is minimally important in sample size calculations
por: Wong, Hubert
Publicado: (2023)

Sample size issues in multilevel logistic regression models
por: Ali, Amjad, et al.
Publicado: (2019)

Sample size issues in time series regressions of counts on environmental exposures
por: Armstrong, Ben G., et al.
Publicado: (2020)

Bias in odds ratios by logistic regression modelling and sample size
por: Nemes, Szilard, et al.
Publicado: (2009)

Sample size calculations for model validation in linear regression analysis
por: Jan, Show-Li, et al.
Publicado: (2019)

A simulation study of sample size for multilevel logistic regression models
por: Moineddin, Rahim, et al.
Publicado: (2007)

Determination of Minimum Training Sample Size for Microarray-Based Cancer Outcome Prediction–An Empirical Assessment
por: Shao, Li, et al.
Publicado: (2013)

Sufficient Sample Size and Power in Multilevel Ordinal Logistic Regression Models
por: Ali, Sabz, et al.
Publicado: (2016)

Canopies, the Final Frog-tier: exploring responses of a specialist treefrog to prescribed fire in a pyrogenic ecosystem
por: Biazzo, Ian N., et al.
Publicado: (2022)

Sample Size Calculations in Simple Linear Regression: A New Approach
por: Guan, Tianyuan, et al.
Publicado: (2023)

Constrained statistical inference: sample-size tables for ANOVA and regression
por: Vanbrabant, Leonard, et al.
Publicado: (2015)

Sample size calculation to externally validate scoring systems based on logistic regression models
por: Palazón-Bru, Antonio, et al.
Publicado: (2017)

Power and sample size calculations for comparison of two regression lines with heterogeneous variances
por: Shieh, Gwowen
Publicado: (2018)

Minimum sample size for developing a multivariable prediction model: PART II ‐ binary and time‐to‐event outcomes
por: Riley, Richard D, et al.
Publicado: (2018)

Regression dilution bias: Tools for correction methods and sample size calculation
por: Berglund, Lars
Publicado: (2012)

Minimum sample size for fitting compatible taper-volume functions for three pine species in Chihuahua
por: Villela-Suárez, Juan M., et al.
Publicado: (2020)

Precision and Sample Size Requirements for Regression-Based Norming Methods for Change Scores
por: Gu, Zhengguo, et al.
Publicado: (2020)

Robust Minimum Divergence Estimation for the Multinomial Circular Logistic Regression Model
por: Castilla, Elena, et al.
Publicado: (2023)

Minimum sample size estimates for trials in inflammatory bowel disease: A systematic review of a support resource
por: Gordon, Morris, et al.
Publicado: (2021)

Minimum distance quantile regression for spatial autoregressive panel data models with fixed effects
por: Dai, Xiaowen, et al.
Publicado: (2021)

The best nanoparticle size distribution for minimum thermal conductivity
por: Zhang, Hang, et al.
Publicado: (2015)

A Regression-Based Differential Expression Detection Algorithm for Microarray Studies with Ultra-Low Sample Size
por: Vasiliu, Daniel, et al.
Publicado: (2015)

Proposed regression equations for prediction of the size of unerupted permanent canines and premolars in Yemeni sample
por: Al-Kabab, FA, et al.
Publicado: (2014)

Optimization of minimum set of protein–DNA interactions: a quasi exact solution with minimum over-fitting
por: Temiz, N. A., et al.
Publicado: (2010)

The minimum crystal size needed for a complete diffraction data set
por: Holton, James M., et al.
Publicado: (2010)

Minimum tick size, market quality and costs of trade execution in Vietnam
por: Vo, Duc Hong, et al.
Publicado: (2023)

Variable Selection and Regularization in Quantile Regression via Minimum Covariance Determinant Based Weights
por: Ranganai, Edmore, et al.
Publicado: (2020)

Bring More Data!—A Good Advice? Removing Separation in Logistic Regression by Increasing Sample Size
por: Šinkovec, Hana, et al.
Publicado: (2019)

Impact of sample size and regression of tissue‐specific signals on effective connectivity within the core default mode network
por: Silchenko, Alexander N., et al.
Publicado: (2023)

Broadband Synchrotron Cavity for COSY with Minimum Size Based on VitroPerm
por: Boehnke, M, et al.
Publicado: (1999)

Dynamic minimum set problem for reserve design: Heuristic solutions for large problems
por: Bonneau, Mathieu, et al.
Publicado: (2018)

Analysis of the Effect of Degree Correlation on the Size of Minimum Dominating Sets in Complex Networks
por: Takemoto, Kazuhiro, et al.
Publicado: (2016)

Minimum chi-square method for estimating population size in capture-recapture experiments
por: Zheng, Yuyan, et al.
Publicado: (2023)

Developing clinical prediction models when adhering to minimum sample size recommendations: The importance of quantifying bootstrap variability in tuning parameters and predictive performance
por: Martin, Glen P, et al.
Publicado: (2021)

Monochromaticity of Orientation Maps in V1 Implies Minimum Variance for Hypercolumn Size
por: Afgoustidis, Alexandre
Publicado: (2015)

piRNA Clusters Need a Minimum Size to Control Transposable Element Invasions
por: Kofler, Robert
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_7f986gkn4l0gsknapgm8avh0i2