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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 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 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 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 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 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 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 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 The impact of repeated mass antigen testing for COVID-19 on the prevalence of the disease Author info Martin Kahanec, Lukáš Lafférs, Bernard Schmidpeter Author Kahanec Martin (34%)
Co-authors Lafférs Lukáš 1986- (33%) UMBFP10 - Katedra matematiky
Schmidpeter Berhard (33%)
Source document Journal of Population Economics : International Research on the Economics of Population, Household, and Human Resources. Vol. 34, no. 4 (2021), pp. 1105-1140. - [Berlin] : Springer-Verlag : 2021 Keywords covid-19 - koronavírus - Covid-19 (disease) - SARS-CoV-2 disease - Coronavirus disease 2019 testovanie - testing antigénové testovanie - antigen testing prevalencia infekčné ochorenia vplyvy Headings Geogr. Slovensko Form. Descr. články - journal articles Language English Country Germany Annotation In the absence of effective vaccination, mass testing and quarantining of positive cases and their contacts could help to mitigate pandemics and allow economies to stay open. We investigate the effects of repeated mass testing on the COVID-19 pandemic caused by the SARS-CoV-2 virus, using data from the first ever nationwide rapid antigen testing implemented in Slovakia in autumn 2020. After the first round of testing, only districts above an ex ante unknown threshold of test positivity were re-tested. Comparing districts above and below the threshold, we provide evidence that repeated mass antigen testing can temporarily reduce the number of new infections. Our results suggest that mass testing coupled with the quarantining of positive cases and their contacts could be an effective tool in mitigating pandemics. For lasting effects, re-testing at regular intervals would likely be necessary. URL Link na plný text Public work category ADC No. of Archival Copy 50341 Repercussion category NGUYEN, Phi Hung - TSAI, Jung Fa - DANG, Thanh Tuan - LIN, Ming Hua - PHAM, Hong Anh - NGUYEN, Kim Anh. A hybrid spherical fuzzy MCDM approach to prioritize governmental intervention strategies against the COVID-19 pandemic : a case study from Vietnam. In Mathematics. ISSN 2227-7390, 2021, vol. 9, no. 20, art. no. 2626.
GAVUROVA, Beata - RIGELSKY, Martin. Perception of testing for Covid-19 during the first wave of the pandemic in Slovakia with emphasis on population age groups. In Central European journal of public health. ISSN 1210-7778, 2022, vol. 30, no. 2, pp. 93-98.
CASSAN, Guilhem - SANGNIER, Marc. The impact of 2020 French municipal elections on the spread of COVID-19. In Journal of population economics. ISSN 0933-1433, 2022, vol. 35, no. 3, pp. 963-988.
WALSH, Kieran A. - BRODERICK, Natasha - AHERN, Susan - FAWSITT, Christopher G. - O'BRIEN, Katie M. - CARRIGAN, Marie - HARRINGTON, Patricia - O'NEILL, Michelle - SMITH, Susan M. - SPILLANE, Susan - TELJEUR, Conor - RYAN, Mairin. Effectiveness of rapid antigen testing for screening of asymptomatic individuals to limit the transmission of SARS-CoV-2 : a rapid review. In Reviews in medical virology. ISSN 1052-9276, 2022, vol. 32, no. 5, pp. 1-14.
BERRIG, Christian - ANDREASEN, Viggo - NIELSEN, Bjarke Frost. Heterogeneity in testing for infectious diseases. In Royal society open science. ISSN 2054-5703, 2022, vol. 9, no. 5, pp. 1-12.
BANDAWE, Gama - CHITENJE, Moses - BITILIYU-BANGOH, Joseph - KAMPIRA, Elizabeth. Approaches to deployment of molecular testing for SARS-CoV-2 in resource-limited settings. In Clinics in laboratory medicine. ISSN 0272-2712, 2022, vol. 42, no. 2, special issue, pp. 283-298.
TRUONG, Thao T. - BARD, Jennifer Dien - BUTLER-WU, Susan M. Rapid antigen assays for SARS-CoV-2 : promise and peril. In Clinics in laboratory medicine. ISSN 0272-2712, 2022, vol. 42, no. 2, pp. 203-222.
GODSAY, Anna - GROTTING, Maja Weemes - HART, Rannveig Kaldager. Reopening schools in a context of low COVID-19 contagion : consequences for teachers, students and their parents. In Journal of population economics. ISSN 0933-1433, 2022, vol. 35, no. 3, pp. 935-961.
Catal.org. BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici Database xpca - PUBLIKAČNÁ ČINNOSŤ References PERIODIKÁ-Súborný záznam periodika 
unrecognised
Title Time-to tertiary care predicts mortality in alcohol-associated hepatitis in patients with cirrhosis Author info Ľubomír Skladaný ... [et al.] Author Skladaný Ľubomír (14,29%)
Co-authors Janceková Daniela (14,285%)
Bystrianská Natália (14,285%)
Vnenčáková Jana (14,285%)
Lafférs Lukáš 1986- (14,285%) UMBFP10 - Katedra matematiky
Pablo Arab Juan (14,285%)
Koller Tomáš (14,285%)
Source document Hepatology. Vol. 73, no. suppl. 1 (2021), pp. 261A-262A. - Hoboken : Wiley-Hindawi, 2021 ; AASLD : The Liver meeting online konferencia Keywords infekčné choroby - infectious diseases hepatitída cirhóza - cirrhosis Form. Descr. abstrakty - abstracts Language English Country United States of America URL Link na zdrojový dokument Public work category AFG No. of Archival Copy 51332 Catal.org. BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici Database xpca - PUBLIKAČNÁ ČINNOSŤ References PERIODIKÁ-Súborný záznam periodika article