Literature DB >> 25314312

A guide to statistical analysis in microbial ecology: a community-focused, living review of multivariate data analyses.

Pier Luigi Buttigieg1, Alban Ramette.   

Abstract

The application of multivariate statistical analyses has become a consistent feature in microbial ecology. However, many microbial ecologists are still in the process of developing a deep understanding of these methods and appreciating their limitations. As a consequence, staying abreast of progress and debate in this arena poses an additional challenge to many microbial ecologists. To address these issues, we present the GUide to STatistical Analysis in Microbial Ecology (GUSTA ME): a dynamic, web-based resource providing accessible descriptions of numerous multivariate techniques relevant to microbial ecologists. A combination of interactive elements allows users to discover and navigate between methods relevant to their needs and examine how they have been used by others in the field. We have designed GUSTA ME to become a community-led and -curated service, which we hope will provide a common reference and forum to discuss and disseminate analytical techniques relevant to the microbial ecology community.
© 2014 The Authors. FEMS Microbiology Ecology published by John Wiley & Sons Ltd on behalf of Federation of European Microbiological Societies.

Keywords:  complex data; interactive guide; multivariate statistics; online resource

Mesh:

Year:  2014        PMID: 25314312     DOI: 10.1111/1574-6941.12437

Source DB:  PubMed          Journal:  FEMS Microbiol Ecol        ISSN: 0168-6496            Impact factor:   4.194


  68 in total

1.  Reassess the t Test: Interact with All Your Data via ANOVA.

Authors:  Siobhan M Brady; Meike Burow; Wolfgang Busch; Örjan Carlborg; Katherine J Denby; Jane Glazebrook; Eric S Hamilton; Stacey L Harmer; Elizabeth S Haswell; Julin N Maloof; Nathan M Springer; Daniel J Kliebenstein
Journal:  Plant Cell       Date:  2015-07-28       Impact factor: 11.277

Review 2.  Application of multivariate statistical techniques in microbial ecology.

Authors:  O Paliy; V Shankar
Journal:  Mol Ecol       Date:  2016-03       Impact factor: 6.185

3.  Airborne and Grain Dust Fungal Community Compositions Are Shaped Regionally by Plant Genotypes and Farming Practices.

Authors:  Loïc Pellissier; Anne Oppliger; Alexandre H Hirzel; Dessislava Savova-Bianchi; Guilain Mbayo; Fabio Mascher; Stefan Kellenberger; Hélène Niculita-Hirzel
Journal:  Appl Environ Microbiol       Date:  2016-01-29       Impact factor: 4.792

4.  Metagenomic Analysis of Subtidal Sediments from Polar and Subpolar Coastal Environments Highlights the Relevance of Anaerobic Hydrocarbon Degradation Processes.

Authors:  Fernando Espínola; Hebe M Dionisi; Sharon Borglin; Colin J Brislawn; Janet K Jansson; Walter P Mac Cormack; JoLynn Carroll; Sara Sjöling; Mariana Lozada
Journal:  Microb Ecol       Date:  2017-07-12       Impact factor: 4.552

5.  Genetic and Phenotypic Heterogeneity of the Nocardiopsis alba Strains of Seawater.

Authors:  Dalip Singh Rathore; Mahejbin A Sheikh; Sangeeta D Gohel; Satya P Singh
Journal:  Curr Microbiol       Date:  2021-03-01       Impact factor: 2.188

6.  Bioaerosol Sampler Choice Should Consider Efficiency and Ability of Samplers To Cover Microbial Diversity.

Authors:  Hamza Mbareche; Marc Veillette; Guillaume J Bilodeau; Caroline Duchaine
Journal:  Appl Environ Microbiol       Date:  2018-11-15       Impact factor: 4.792

7.  Impact of soil salinity on the microbial structure of halophyte rhizosphere microbiome.

Authors:  Salma Mukhtar; Babur Saeed Mirza; Samina Mehnaz; Muhammad Sajjad Mirza; Joan Mclean; Kauser Abdulla Malik
Journal:  World J Microbiol Biotechnol       Date:  2018-08-20       Impact factor: 3.312

8.  Relative importance of local habitat complexity and regional factors for assemblages of oribatid mites (Acari: Oribatida) in Sphagnum peat bogs.

Authors:  M A Minor; S G Ermilov; D A Philippov; A A Prokin
Journal:  Exp Appl Acarol       Date:  2016-08-06       Impact factor: 2.132

9.  Contrasting Patterns of Functional Diversity in Coffee Root Fungal Communities Associated with Organic and Conventionally Managed Fields.

Authors:  Elizabeth C Sternhagen; Katie L Black; Eliza D L Hartmann; W Gaya Shivega; Peter G Johnson; Riley D McGlynn; Logan C Schmaltz; Rebecca J Asheim Keller; Stefanie N Vink; Laura Aldrich-Wolfe
Journal:  Appl Environ Microbiol       Date:  2020-05-19       Impact factor: 4.792

10.  Phytovirome Analysis of Wild Plant Populations: Comparison of Double-Stranded RNA and Virion-Associated Nucleic Acid Metagenomic Approaches.

Authors:  Yuxin Ma; Armelle Marais; Marie Lefebvre; Sébastien Theil; Laurence Svanella-Dumas; Chantal Faure; Thierry Candresse
Journal:  J Virol       Date:  2019-12-12       Impact factor: 5.103

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.