User profiles for H. Piepho

Hans-Peter Piepho

Biostatistics Unit, Institute of Crop Science, University of Hohenheim, Germany
Verified email at uni-hohenheim.de
Cited by 27824

BLUP for phenotypic selection in plant breeding and variety testing

HP Piepho, J Möhring, AE Melchinger, A Büchse - Euphytica, 2008 - Springer
… F2, so that the analysis meets the missing-at-random (MAR) assumption under selection
and we actually estimate genetic variance components related to the base population (Piepho

Ridge regression and extensions for genomewide selection in maize

HP Piepho - Crop Science, 2009 - Wiley Online Library
This paper reviews properties of ridge regression for genomewide (genomic) selection and
establishes close relationships with other methods to model genetic correlation among …

[HTML][HTML] Methods of yield stability analysis in long-term field experiments. A review

…, F Laidig, A Linstädter, J Macholdt, HP Piepho… - Agronomy for …, 2021 - Springer
In the face of a changing climate, yield stability is becoming increasingly important for
farmers and breeders. Long-term field experiments (LTEs) generate data sets that allow the …

Statistical analysis of yield trials by AMMI and GGE: Further considerations

HG Gauch Jr, HP Piepho, P Annicchiarico - Crop science, 2008 - Wiley Online Library
Recent review articles in this journal have compared the relative merits of two prominent
statistical models for analyzing yield‐trial data: Additive main effects and multiplicative …

Computing heritability and selection response from unbalanced plant breeding trials

HP Piepho, J Möhring - Genetics, 2007 - academic.oup.com
… design, H 2 and h 2 have a number of simple and direct interpretations. For example, H 2
is … Thus, H 2 is equivalent to the coefficient of determination of a linear regression of the (latent…

An algorithm for a letter-based representation of all-pairwise comparisons

HP Piepho - Journal of Computational and Graphical Statistics, 2004 - Taylor & Francis
… task, which is reminiscent of the traveling salesman problem (Piepho 2000), for which effi
cient solutions are … We analyzed trial means based on the factoranalytic model (Piepho 1997) …

[HTML][HTML] Genomic selection using regularized linear regression models: ridge regression, lasso, elastic net and their extensions

JO Ogutu, T Schulz-Streeck, HP Piepho - BMC proceedings, 2012 - Springer
Background Genomic selection (GS) is emerging as an efficient and cost-effective method for
estimating breeding values using molecular markers distributed over the entire genome. In …

The area under the disease progress stairs: calculation, advantage, and application

I Simko, HP Piepho - Phytopathology, 2012 - Am Phytopath Society
The area under the disease progress curve (AUDPC) is frequently used to combine multiple
observations of disease progress into a single value. However, our analysis shows that this …

Methods for comparing the yield stability of cropping systems

HP Piepho - Journal of Agronomy and crop science, 1998 - Wiley Online Library
The stability of yield is an important characteristic to be considered when judging the value
of a cropping system relative to others. In the context of agricultural research, the analysis of …

A hitchhiker's guide to mixed models for randomized experiments

HP Piepho, A Büchse, K Emrich - Journal of Agronomy and …, 2003 - Wiley Online Library
Designed experiments conducted by crop scientists often give rise to several random sources
of variation. Pertinent examples are split‐plot designs, series of experiments and repeated …