{"id":"https://openalex.org/W2790829428","doi":null,"title":"From estimation to prediction of genomic variances : allowing for linkage disequilibrium and unbiasedness","display_name":"From estimation to prediction of genomic variances : allowing for linkage disequilibrium and unbiasedness","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2790829428","mag":"2790829428"},"language":"en","primary_location":{"id":"pmh:oai:ub-madoc.bib.uni-mannheim.de:45274","doi":null,"is_oa":false,"landing_page_url":"https://madoc.bib.uni-mannheim.de/45274/1/DissertationNS.pdf","pdf_url":"https://madoc.bib.uni-mannheim.de/45274/1/DissertationNS.pdf","source":{"id":"https://openalex.org/S4377196315","display_name":"MADOC (University of Mannheim)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I177802217","host_organization_name":"University of Mannheim","host_organization_lineage":["https://openalex.org/I177802217"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Dissertation"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004332182","display_name":"Nicholas Schreck","orcid":"https://orcid.org/0000-0001-9277-4297","observed_orcids":["https://orcid.org/0000-0001-9277-4297"]},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Schreck, Nicholas","raw_affiliation_strings":["University of Mannheim*"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Mannheim*","institution_ids":["https://openalex.org/I177802217"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5004332182"],"corresponding_institution_ids":["https://openalex.org/I177802217"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11468","display_name":"Genetic Mapping and Diversity in Plants and Animals","score":0.007000000216066837,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.004100000020116568,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/linkage-disequilibrium","display_name":"linkage disequilibrium","score":0.8389999866485596},{"id":"https://openalex.org/keywords/missing-heritability","display_name":"missing heritability","score":0.9879999756813049},{"id":"https://openalex.org/keywords/genetic-variance-estimation","display_name":"genetic variance estimation","score":0.6899999976158142},{"id":"https://openalex.org/keywords/marker-genotypes","display_name":"marker genotypes","score":0.5270000100135803},{"id":"https://openalex.org/keywords/fixed-effects-model","display_name":"fixed effects model","score":0.8479999899864197},{"id":"https://openalex.org/keywords/bayesian-regression","display_name":"Bayesian regression","score":0.8500000238418579},{"id":"https://openalex.org/keywords/random-regression-models","display_name":"random regression models","score":0.9950000047683716},{"id":"https://openalex.org/keywords/unbiased-estimation","display_name":"unbiased estimation","score":0.6850000023841858},{"id":"https://openalex.org/keywords/quantitative-genetics","display_name":"quantitative genetics","score":0.5879999995231628},{"id":"https://openalex.org/keywords/genomic-prediction","display_name":"genomic prediction","score":0.5180000066757202}],"concepts":[{"id":"https://openalex.org/C35605836","wikidata":"https://www.wikidata.org/wiki/Q2064311","display_name":"Linkage disequilibrium","level":5,"score":0.7480911016464233},{"id":"https://openalex.org/C161890455","wikidata":"https://www.wikidata.org/wiki/Q1503548","display_name":"Heritability","level":2,"score":0.6626061201095581},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5387431383132935},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5148016810417175},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4868406653404236},{"id":"https://openalex.org/C31266012","wikidata":"https://www.wikidata.org/wiki/Q6554340","display_name":"Linkage (software)","level":3,"score":0.4791109561920166},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.4599224030971527},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.42702940106391907},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.42055264115333557},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3424283266067505},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3296917676925659},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3117550015449524},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.22657078504562378},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.20479625463485718},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.15841320157051086},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C197754878","wikidata":"https://www.wikidata.org/wiki/Q80711","display_name":"Haplotype","level":4,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:ub-madoc.bib.uni-mannheim.de:45274","doi":null,"is_oa":false,"landing_page_url":"https://madoc.bib.uni-mannheim.de/45274/1/DissertationNS.pdf","pdf_url":"https://madoc.bib.uni-mannheim.de/45274/1/DissertationNS.pdf","source":{"id":"https://openalex.org/S4377196315","display_name":"MADOC (University of Mannheim)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I177802217","host_organization_name":"University of Mannheim","host_organization_lineage":["https://openalex.org/I177802217"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Dissertation"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W248329034","https://openalex.org/W1523454857","https://openalex.org/W1765857283","https://openalex.org/W1928998639","https://openalex.org/W1965190303","https://openalex.org/W1965380540","https://openalex.org/W1970149620","https://openalex.org/W1976575447","https://openalex.org/W1983539381","https://openalex.org/W1986084863","https://openalex.org/W2000084758","https://openalex.org/W2016170077","https://openalex.org/W2019698578","https://openalex.org/W2022100988","https://openalex.org/W2024616053","https://openalex.org/W2025865441","https://openalex.org/W2033151532","https://openalex.org/W2067715889","https://openalex.org/W2070082005","https://openalex.org/W2072214908","https://openalex.org/W2074318325","https://openalex.org/W2099688984","https://openalex.org/W2113262654","https://openalex.org/W2113492305","https://openalex.org/W2130916293","https://openalex.org/W2146415150","https://openalex.org/W2153153786","https://openalex.org/W2155496693","https://openalex.org/W2162683818","https://openalex.org/W2167631877","https://openalex.org/W2222803572","https://openalex.org/W2224056471","https://openalex.org/W2419574648","https://openalex.org/W2487122920","https://openalex.org/W2490299396","https://openalex.org/W2496753166","https://openalex.org/W2500422215","https://openalex.org/W2519375987","https://openalex.org/W2582743722","https://openalex.org/W2614991274","https://openalex.org/W2615885285","https://openalex.org/W2962931338","https://openalex.org/W3106089123"],"related_works":["https://openalex.org/W2615885285","https://openalex.org/W2513121659","https://openalex.org/W2887976729","https://openalex.org/W2964553930","https://openalex.org/W2808632607","https://openalex.org/W1992215264","https://openalex.org/W2951217122","https://openalex.org/W7097538916","https://openalex.org/W4224228027","https://openalex.org/W2319171338"],"abstract_inverted_index":{"In":[0],"Chapter":[1,34,123],"1":[2],"of":[3,40,54,69,111,133],"this":[4],"thesis,":[5],"we":[6,36],"briefly":[7],"summarize":[8],"the":[9,12,18,30,42,52,55,60,67,70,75,90,93,97,104,109,134],"theory":[10],"about":[11],"genetic":[13,56],"\\nvariance":[14],"from":[15,59,66],"quantitative":[16,48],"genetics,":[17],"genomic":[19,43,94],"variance":[20,44,95],"in":[21,62,119,122],"\\nlinear":[22],"regression":[23],"models,":[24],"and":[25,64,84,101],"relate":[26],"these":[27],"quantities":[28,106],"to":[29,47,96],"``Missing":[31,135],"\\nHeritability''.":[32,136],"\\nIn":[33],"2,":[35],"introduce":[37],"novel":[38],"concepts":[39],"estimating":[41],"\\nin":[45],"accordance":[46],"genetics":[49],"theory,":[50],"i.e.":[51],"source":[53],"\\nvariability":[57],"stems":[58],"variability":[61],"marker-genotypes":[63],"not":[65],"\\nrandomness":[68],"marker":[71],"effects.":[72],"\\nWe":[73,88,114],"distinguish":[74],"analysis":[76],"between":[77],"Fixed":[78],"Effect":[79],"Models,":[80],"Bayesian":[81],"Regression":[82,86],"\\nModels":[83],"Random":[85],"Models.":[87],"adapt":[89],"estimators":[91],"for":[92],"specific":[98],"model":[99],"\\nset-ups":[100],"show":[102],"that":[103,127],"resulting":[105],"explicitly":[107],"include":[108],"\\ncontribution":[110],"linkage":[112],"disequilibrium.":[113],"substantiate":[115],"our":[116,128],"theoretical":[117],"findings":[118],"simulations":[120],"studies":[121],"3":[124],"\\nby":[125],"showing":[126],"approach":[129],"enables":[130],"a":[131],"reduction":[132]},"counts_by_year":[],"updated_date":"2026-10-08T09:06:37.294493","created_date":"2018-03-29T00:00:00"}