IDEAS home Printed from https://ideas.repec.org/p/aiz/louvad/2020012.html
   My bibliography  Save this paper

The essentials on linear regression, ANOVA, general linear and linear mixed models for the chemist

Author

Listed:
  • GOVAERTS, B.
  • FRANCQ, B.
  • MARION, R.
  • MARTIN, M.
  • THIEL, M.

Abstract

No abstract is available for this item.

Suggested Citation

  • Govaerts, B. & Francq, B. & Marion, R. & Martin, M. & Thiel, M., 2020. "The essentials on linear regression, ANOVA, general linear and linear mixed models for the chemist," LIDAM Discussion Papers ISBA 2020012, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    • Handle: RePEc:aiz:louvad:2020012
    as

    Download full text from publisher

    File URL: https://dial.uclouvain.be/pr/boreal/fr/object/boreal%3A230335/datastream/PDF_01/view
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Halekoh, Ulrich & Højsgaard, Søren, 2014. "A Kenward-Roger Approximation and Parametric Bootstrap Methods for Tests in Linear Mixed Models The R Package pbkrtest," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 59(i09).
    2. Martin, Manon & Govaerts, Bernadette, 2019. "LiMM-PCA : combining ASCA+ and linear mixed models to analyse high dimensional designed data," LIDAM Discussion Papers ISBA 2019021, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    3. Guisset, Severine & Martin, Manon & Govaerts, Bernadette, 2019. "Comparison of PARAFASCA, AComDim, and AMOPLS approaches in the multivariate GLM modelling of multi-factorial designs," LIDAM Reprints ISBA 2019004, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    4. Thiel, Michel & Feraud, Baptiste & Govaerts, Bernadette, 2017. "ASCA+ and APCA+: Extensions of ASCA and APCA in the analysis of unbalanced multifactorial designs," LIDAM Reprints ISBA 2017023, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Martin, Manon & Govaerts, Bernadette, 2019. "LiMM-PCA : combining ASCA+ and linear mixed models to analyse high dimensional designed data," LIDAM Discussion Papers ISBA 2019021, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
    2. Rúna Í. Magnússon & Alexandra Hamm & Sergey V. Karsanaev & Juul Limpens & David Kleijn & Andrew Frampton & Trofim C. Maximov & Monique M. P. D. Heijmans, 2022. "Extremely wet summer events enhance permafrost thaw for multiple years in Siberian tundra," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    3. Paul E. Rose & James E. Brereton & Lewis J. Rowden & Ricardo Lemos Figueiredo & Lisa M. Riley, 2019. "What’s new from the zoo? An analysis of ten years of zoo-themed research output," Palgrave Communications, Palgrave Macmillan, vol. 5(1), pages 1-10, December.
    4. Byron C. Jaeger & Lloyd J. Edwards & Kalyan Das & Pranab K. Sen, 2017. "An statistic for fixed effects in the generalized linear mixed model," Journal of Applied Statistics, Taylor & Francis Journals, vol. 44(6), pages 1086-1105, April.
    5. Waseem Alnosaier & David Birkes, 2019. "Inner workings of the Kenward–Roger test," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 82(2), pages 195-223, March.
    6. Lenth, Russell V., 2016. "Least-Squares Means: The R Package lsmeans," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 69(i01).
    7. Sebastian Loth & Katharina Jettka & Manuel Giuliani & Stefan Kopp & Jan P de Ruiter, 2018. "Confidence in uncertainty: Error cost and commitment in early speech hypotheses," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-30, August.
    8. King, K.W. & Hanrahan, B.R. & Stinner, J. & Shedekar, V.S., 2022. "Field scale discharge and water quality response, to drainage water management," Agricultural Water Management, Elsevier, vol. 264(C).
    9. Haoyang Lu & Li Yi & Hang Zhang, 2019. "Autistic traits influence the strategic diversity of information sampling: Insights from two-stage decision models," PLOS Computational Biology, Public Library of Science, vol. 15(12), pages 1-29, December.
    10. Maryia Khomich & Ingrid Måge & Ida Rud & Ingunn Berget, 2021. "Analysing microbiome intervention design studies: Comparison of alternative multivariate statistical methods," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-20, November.
    11. García-Callejas, David & Araújo, Miguel B., 2016. "The effects of model and data complexity on predictions from species distributions models," Ecological Modelling, Elsevier, vol. 326(C), pages 4-12.
    12. Gesche Janzarik & Daniel Wollschläger & Michèle Wessa & Klaus Lieb, 2022. "A Group Intervention to Promote Resilience in Nursing Professionals: A Randomised Controlled Trial," IJERPH, MDPI, vol. 19(2), pages 1-18, January.
    13. László Zsolt Garamszegi & Magdalena Zagalska-Neubauer & David Canal & Gábor Markó & Eszter Szász & Sándor Zsebők & Eszter Szöllősi & Gábor Herczeg & János Török, 2015. "Malaria parasites, immune challenge, MHC variability, and predator avoidance in a passerine bird," Behavioral Ecology, International Society for Behavioral Ecology, vol. 26(5), pages 1292-1302.
    14. James Simpson & Megan Freeth & Kimberley Jayne Simpson & Kevin Thwaites, 2022. "Street edge subdivision: Structuring ground floor interfaces to stimulate pedestrian visual engagement," Environment and Planning B, , vol. 49(6), pages 1775-1791, July.
    15. Blake B. Anderson & Andrew Scott & Reuven Dukas, 2016. "Social behavior and activity are decoupled in larval and adult fruit flies," Behavioral Ecology, International Society for Behavioral Ecology, vol. 27(3), pages 820-828.
    16. Joren Raymenants & Caspar Geenen & Lore Budts & Jonathan Thibaut & Marijn Thijssen & Hannelore Mulder & Sarah Gorissen & Bastiaan Craessaerts & Lies Laenen & Kurt Beuselinck & Sien Ombelet & Els Keyae, 2023. "Indoor air surveillance and factors associated with respiratory pathogen detection in community settings in Belgium," Nature Communications, Nature, vol. 14(1), pages 1-11, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:aiz:louvad:2020012. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Nadja Peiffer (email available below). General contact details of provider: https://edirc.repec.org/data/isuclbe.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.