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Title Štatistické paradoxy Subtitle bakalárska práca Author info Dominik Pajonk; školiteľ: Lukáš Lafférs Author Pajonk Dominik
Another authors Lafférs Lukáš 1986- (Školiteľ (konzultant))
Corporation Univerzita Mateja Bela . Fakulta prírodných vied . Katedra matematiky , Banská Bystrica, Slovensko Issue data Banská Bystrica , 2023. - 35 s. Keywords paradoxy - paradoxes pravdepodobnosť - probability pravdepodobnostný priestor - probability space podmienená pravdepodobnosť - conditional probability štatistika - statistics Form. Descr. bakalárske práce - bachelor’s theses Language Slovak Country Slovak Republic systematics 165.412 Catal.org. BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici Database xk - Kvalifikačné práce Copy count 1, currently available 0 
book
Title Fekálna mikrobiálna transplantácia pri vybraných vnútorných chorobách Author info Natália Bystrianska ... [et al.] Author Bystrianska Natália (16,67%)
Co-authors Vnenčáková Janka (16,66%)
Žilinčanová Daniela (16,66%)
Lafférs Lukáš 1986- (16,66%) UMBFP10 - Katedra matematiky
Koller Tomáš (16,66%)
Skladaný Ľubomír (16,66%)
Source document Zborník vedeckých prác : 60. fakultná konferencia študentskej vedeckej odbornej činnosti a 17. vedecká konferencia doktorandov LF UK. S. 249-251. - Bratislava : Univerzita Komenského v Bratislave, 2023 / Varga Ivan ; Janega Pavol ; Fakultná konferencia študentskej vedeckej odbornej činnosti konferencia ; Vedecká konferencia doktorandov LF UK konferencia Keywords vnútorné choroby infekcie choroby pečene Form. Descr. príspevky v zborníku - proceedings papers Language Slovak Country Slovak Republic Public work category AFD No. of Archival Copy 52919 Catal.org. BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici Database xpca - PUBLIKAČNÁ ČINNOSŤ 
article
Title Statistical models of survival analysis Subtitle diplomová práca Author info Simona Diškanová; školiteľ: Lukáš Lafférs Title Subtitle Translation : Štatistické modely v analýze prežívania Author Diškanová Simona
Another authors Lafférs Lukáš 1986- (Školiteľ (konzultant))
Corporation Univerzita Mateja Bela . Fakulta prírodných vied . Katedra matematiky , Banská Bystrica, Slovensko Issue data Banská Bystrica , 2022. - 46 s. Keywords analýzy prežívania - survival analysis štatistické modely náhodné lesy - náhodný les - random forests Coxov model - Cox model algoritmy učenia strojové učenie - machine learning matematika - mathematics Form. Descr. diplomové práce - master’s theses Language English Country Slovak Republic systematics 51 Catal.org. BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici Database xk - Kvalifikačné práce Copy count 1, currently available 0, at library only 1 book
Title Bounds on direct and indirect effects under treatment/mediator endogeneity and outcome attrition Author info Martin Huber, Lukáš Lafférs Author Huber Martin (50%)
Co-authors Lafférs Lukáš 1986- (50%) UMBFP10 - Katedra matematiky
Source document Econometric Reviews. Vol. 41, no. 10 (2022), pp. 1141-1163. - New York : Taylor & Francis Group, 2022 Keywords kauzálne atribúcie mediačná služba analýza služieb výberové skúmanie - sample survey - survey sampling Form. Descr. články - journal articles Language English Country United States of America URL Link na zdrojový dokument Public work category ADC No. of Archival Copy 52387 Catal.org. BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici Database xpca - PUBLIKAČNÁ ČINNOSŤ References PERIODIKÁ-Súborný záznam periodika article
Title De novo non-alcoholic fatty liver disease after liver transplantation and liver fibrosis diagnosed by magnetic resonance over 2 years Par.title De novo tuková choroba pečene po transplantácii pečene a fibróza pečene diagnostikovaná magnetickou rezonanciou počas dvoch rokov Author info Světlana Adamcová Selčanová ... [et al.] Author Adamcová - Selčanová Svetlana (16,67%)
Co-authors Skladaný Ľubomír (16,666%)
Škvarková Beáta (16,666%)
Bachová Beata (16,666%)
Lafférs Lukáš 1986- (16,666%) UMBFP10 - Katedra matematiky
Koller Tomáš (16,666%)
Source document Gastroenterologie a hepatologie : časopis České gastroenterologické společnosti, České hepatologické společnosti, Slovenskej gastroenterologickej spoločnosti a Slovenskej hepatologickej spoločnosti. Vol. 74, no. 2 (2022), pp. 112-120. - Praha : Česká lékařská společnost Jana Evangelisty Purkyně, 2022 Keywords pečeň nealkoholické stukovatenie pečene (NAFLD) - non-alcoholic fatty liver disease (NAFLD) transplantácia - transplantácie - transplantation - transplants Form. Descr. články - journal articles Language English Country Czech Republic URL Link na plný text Public work category ADM No. of Archival Copy 51726 Catal.org. BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici Database xpca - PUBLIKAČNÁ ČINNOSŤ References PERIODIKÁ-Súborný záznam periodika article
Title Predictors of fecal microbiota transplantation failure (FMT) in severe alcoholic hepatitis (SAH) Author info Natália Bystrianska ... [et al.] Author Bystrianska Natália (15%)
Co-authors Skladaný Ľubomír (15%)
Žilinčanová Daniela (14%)
Vnenčáková Janka (14%)
Lafférs Lukáš 1986- (14%) UMBFP10 - Katedra matematiky
Koller Tomáš (14%)
Pablo Arab Juan (14%)
Source document Hepatology. Vol. 76, suppl. 1 (2022), pp. S115-S116. - Hoboken : Wiley-Hindawi, 2022 ; AASLD Transplant Hepatology Board Review Course 2022 online konferencia Keywords transplantácia - transplantácie - transplantation - transplants hepatitída Form. Descr. abstrakty - abstracts Language English Country United States of America URL Link na zdrojový dokument Public work category AFG No. of Archival Copy 53588 Catal.org. BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici Database xpca - PUBLIKAČNÁ ČINNOSŤ References PERIODIKÁ-Súborný záznam periodika article
Title Causal mediation analysis with double machine learning Author info Helmut Farbmacher ... [et al.] Author Farbmacher Helmut (20%)
Co-authors Huber Martin (20%)
Lafférs Lukáš 1986- (20%) UMBFP10 - Katedra matematiky
Langen Henrika (20%)
Spindler Martin (20%)
Source document The Econometrics Journal. Vol. 25, no. 2 (2022), pp. 277-300. - Londýn : Royal Economic Society, 2022 Keywords matematické metódy - mathematical methods ekonomika - economics strojové učenie - machine learning analýza kauzálneho sprostredkovania - causal mediation analysis Form. Descr. články - journal articles Language English Country Great Britian Annotation This paper combines causal mediation analysis with double machine learning for a data-driven control of observed confounders in a high-dimensional setting. The average indirect effect of a binary treatment and the unmediated direct effect are estimated based on efficient score functions, which are robust with respect to misspecifications of the outcome, mediator, and treatment models. This property is key for selecting these models by double machine learning, which is combined with data splitting to prevent overfitting. We demonstrate that the effect estimators are asymptotically normal and n−1/2-consistent under specific regularity conditions and investigate the finite sample properties of the suggested methods in a simulation study when considering lasso as machine learner. We also provide an empirical application to the US National Longitudinal Survey of Youth, assessing the indirect effect of health insurance coverage on general health operating via routine checkups as mediator, as well as the direct effect. URL Link na plný text Public work category ADC No. of Archival Copy 51676 Catal.org. BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici Database xpca - PUBLIKAČNÁ ČINNOSŤ References PERIODIKÁ-Súborný záznam periodika article
Title Evaluating (weighted) dynamic treatment effects by double machine learning Author info Hugo Bodory, Martin Huber, Lukáš Laffers Author Bodory Hugo (34%)
Co-authors Huber Martin (33%)
Lafférs Lukáš 1986- (33%) UMBFP10 - Katedra matematiky
Source document The Econometrics Journal. Vol. 25, no. 3 (2022), pp. 628-648. - Londýn : Royal Economic Society, 2022 Keywords strojové učenie - machine learning intervencie Form. Descr. články - journal articles Language English Country Great Britian Annotation We consider evaluating the causal effects of dynamic treatments, i.e.. of multiple treatment sequences in various periods, based on double machine learning to control for observed, time-varying covariates in a data-driven way under a selection-on-observables assumption. To this end, we make use of so-called Neyman-orthogonal score functions, which imply the robustness of treatment effect estimation to moderate (local) misspecifications of the dynamic outcome and treatment models. This robustness property permits approximating outcome and treatment models by double machine learning even under high-dimensional covariates. In addition to effect estimation for the total population, we consider weighted estimation that permits assessing dynamic treatment effects in specific subgroups. e.g.. among those treated in the first treatment period. We demonstrate that the estimators are asymptotically normal and root n-consistent under specific regularity conditions and investigate their finite sample properties in a simulation study. Finally, we apply the methods to the Job Corps study. URL Link na zdrojový dokument Public work category ADC No. of Archival Copy 52191 Catal.org. BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici Database xpca - PUBLIKAČNÁ ČINNOSŤ References PERIODIKÁ-Súborný záznam periodika article
Title Challenging management of severe chronic disorders in acute pandemic situation: Chronic liver disease under COVID-19 pandemic as the proof-of-principle model to orchestrate the measures in 3PM context Author info Ľubomír Skladaný ... [et al.] Author Skladaný Ľubomír (8.337%)
Co-authors Koller Tomáš (8.333%)
Adamcová - Selčanová Svetlana (8.333%)
Vnenčáková Jana (8.333%)
Janečková Daniela (8.333%)
Ďurajová Viktória (8.333%)
Lafférs Lukáš 1986- (8.333%) UMBFP10 - Katedra matematiky
Šváč Juraj (8.333%)
Janičková Katarína (8.333%)
Palkovič Michal (8.333%)
Kohout Pavel (8.333%)
Golubnitschaja Olga (8.333%)
Source document EPMA Journal. Vol. 12, no. 1 (2021), pp. 1-14. - Cham : Springer Nature Switzerland AG, 2021 Keywords chronické ochorenia - chronic diseases zdravotná starostlivosť - health care covid-19 - koronavírus - Covid-19 (disease) - SARS-CoV-2 disease - Coronavirus disease 2019 pandémie - pandémia - pandemy Form. Descr. články - journal articles Language English Country Switzerland URL Link na plný text Public work category ADC No. of Archival Copy 49582 Repercussion category BIZZARRI, Mariano - FEDELI, Valeria - MONTI, Noemi - CUCINA, Alessandra - JALOULI, Maroua - ALWASEL, Saleh H. - HARRATH, Abdel Halim. Personalization of medical treatments in oncology : time for rethinking the disease concept to improve individual outcomes. In EPMA journal. ISSN 1878-5077, 2021, vol. 12, no. 4, pp. 545-558.
TRAGNI, Vincenzo - PREZIUSI, Francesca - LAERA, Luna - ONOFRIO, Angelo - MERCURIO, Ivan - TODISCO, Simona - VOLPICELLA, Mariateresa - DE GRASSI, Anna - PIERRI, Ciro Leonardo. Modeling SARS-CoV-2 spike/ACE2 protein-protein interactions for predicting the binding affinity of new spike variants for ACE2, and novel ACE2 structurally related human protein targets, for COVID-19 handling in the 3PM context. In EPMA journal. ISSN 1878-5077, 2022, vol. 13, no. 1, pp. 149-175.
Catal.org. BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici Database xpca - PUBLIKAČNÁ ČINNOSŤ References PERIODIKÁ-Súborný záznam periodika article
Title Frailty in nonalcoholic fatty liver cirrhosis: a comparison with acoholic cirrhosis, risk patterns, and impact on prognosis Author info Ľubomír Skladaný ... [et al.] Author Skladaný Ľubomír (35%)
Co-authors Molčan Pavol (10%)
Vnenčáková Jana (5%)
Vrbová Petra (5%)
Kukla Michal (5%)
Lafférs Lukáš 1986- (5%) UMBFP10 - Katedra matematiky
Koller Tomáš (35%)
Source document Canadian Journal of Gastroenterology and Hepatology, Non-Alcoholic Fatty Liver Disease and Extra-Hepatic Manifestations. special issue (2021), art. no. 5576531 (2021), pp. [1-10]. - Káhira : Hindawi Publishing Corporation, 2021 Keywords choroby pečene pečeň cirhóza - cirrhosis Form. Descr. články - journal articles Language English Country Egypt URL Link na plný text Public work category ADC No. of Archival Copy 50120 Repercussion category DELLA PEPA, Giuseppe - RUSSO, Marco - VITALE, Marilena - CARLI, Fabrizia - VETRANI, Claudia - MASULLI, Maria - RICCARDI, Gabriele - VACCARO, Olga - GASTALDELLI, Amalia - RIVELLESE, Angela A. - BOZZETTO, Lutgarda. Pioglitazone even at low dosage improves NAFLD in type 2 diabetes : clinical and pathophysiological insights from a subgroup of the TOSCA.IT randomised trial. In Diabetes research and clinical practice. ISSN 0168-8227, 2021, vol. 178, art. no. 108984.
Catal.org. BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici Database xpca - PUBLIKAČNÁ ČINNOSŤ References PERIODIKÁ-Súborný záznam periodika article