000			02793nab a22003497a 4500
999			_c59863 _d59855
001			59863
003			MX-TxCIM
005			20240919020950.0
008			181205s2018||||xxu|||p|op||||00||0|eng|d
024	8		_ahttps://doi.org/10.3835/plantgenome2018.02.0013
040			_aMX-TxCIM
041			_aeng
100	1		_aMontesinos-Lopez, O.A. _8I1706800 _92700 _gGenetic Resources Program
245	1	0	_aAn R package for multitrait and multienvironment data with the Item-based collaborative filtering algorithm
260			_c2018. _aMadison, U.S. : _bCrop Science Society of America,
500			_aPeer review
500			_aOpen Access
520			_aThe Item-Based Collaborative Filtering for Multitrait and Multienvironment Data (IBCF.MTME) package was developed to implement the item-based collaborative filtering (IBCF) algorithm for continuous phenotypic data in the context of plant breeding where data are collected for various traits and environments. The main difference between this package and the other available packages that can implement IBCF is that this one was developed for continuous phenotypic data, which cannot be implemented in the current packages because they can implement IBCF only for binary and ordinary phenotypes. In the following article, we will show how to both install the package and use it for studying the prediction accuracy of multitrait and multienvironment data under phenotypic and genomic selection. We illustrate its use with seven examples (with information from two datasets, Wheat_IBCF and Year_IBCF, which are included in the package) comprising multienvironment data, multitrait data, and both multitrait and multienvironment data that cover scenarios in which breeding scientists are interested. The package offers many advantages for studying the genomic-enabled prediction accuracy of multitrait and multienvironment data, ultimately helping plant breeders make better decisions.
546			_aText in English
591			_aMontesinos-Lopez, O.A. : Non-active scientist
650		7	_aGenomics _2AGROVOC _91132
650		7	_aFiltration _2AGROVOC _98212
650		7	_aWheat _gAGROVOC _2 _91310
700	1		_97662 _aLuna-Vazquez, F.J.
700	1		_92702 _aMontesinos-Lopez, A.
700	1		_aJULIANA P. _8001710082 _gFormerly ​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​Global Wheat Program _gFormerly BISA _92690
700	1		_aSingh, R.P. _gGlobal Wheat Program _8INT0610 _9825
700	1		_aCrossa, J. _gGenetic Resources Program _8CCJL01 _959
773	0		_gv. 11, no. 3, art. 180013 _d2018 _x1940-3372 _tPlant Genome _wu94757
856	4		_yOpen Access through DSpace _uhttps://hdl.handle.net/10883/19826
942			_cJA _n0 _2ddc