Liniowe modele ekonometryczne. Zaawansowane zastosowania języka R
This monograph presents advanced applications of the R programming language in econometric analysis, with particular emphasis on linear econometric models. The publication combines theoretical foundations with practical aspects, including algorithm implementation in R, data processing, and automated...
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| Format: | Online |
| Język: | polski |
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Wydawnictwo Uniwersytetu Łódzkiego
2026
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| Hasła przedmiotowe: | |
| Dostęp online: | ONIX_20260612T144849_9788383319759_17 |
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| _version_ | 1869527349174730752 |
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| author | Wdowiński, Piotr |
| author_browse | Wdowiński, Piotr |
| author_facet | Wdowiński, Piotr |
| author_sort | Wdowiński, Piotr |
| collection | Directory of Open Access Books |
| description | This monograph presents advanced applications of the R programming language in econometric analysis, with particular emphasis on linear econometric models. The publication combines theoretical foundations with practical aspects, including algorithm implementation in R, data processing, and automated reporting using R/Markdown. The author discusses stochastic processes, estimation methods, model specification testing, and issues related to assessing models’ fit quality. The book includes numerous R code examples illustrating econometric models, empirical analyses, and forecasting methods for economic and financial variables. A distinctive feature is the integration of econometric techniques with data visualization tools and R/Shiny applications, enabling the development of interactive forecasting systems. The monograph is intended for researchers, data analysts, students of economics and finance, and anyone interested in modern approaches to data analysis in econometrics using R. |
| format | Online |
| id | doab-20.500.12854ir-177431 |
| institution | Directory of Open Access Books |
| language | pol |
| publishDate | 2026 |
| publishDateRange | 2026 |
| publishDateSort | 2026 |
| publisher | Wydawnictwo Uniwersytetu Łódzkiego |
| publisherStr | Wydawnictwo Uniwersytetu Łódzkiego |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1774312026-06-12T13:38:54Z Liniowe modele ekonometryczne. Zaawansowane zastosowania języka R Wdowiński, Piotr Econometrics Forecasting R program RStudio RShiny Programming and algorithmics Statistics thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCH Econometrics and economic statistics thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering This monograph presents advanced applications of the R programming language in econometric analysis, with particular emphasis on linear econometric models. The publication combines theoretical foundations with practical aspects, including algorithm implementation in R, data processing, and automated reporting using R/Markdown. The author discusses stochastic processes, estimation methods, model specification testing, and issues related to assessing models’ fit quality. The book includes numerous R code examples illustrating econometric models, empirical analyses, and forecasting methods for economic and financial variables. A distinctive feature is the integration of econometric techniques with data visualization tools and R/Shiny applications, enabling the development of interactive forecasting systems. The monograph is intended for researchers, data analysts, students of economics and finance, and anyone interested in modern approaches to data analysis in econometrics using R. 2026-06-12T13:38:51Z 2026-06-12T13:38:51Z 2025 book ONIX_20260612T144849_9788383319759_17 9788383319759 9788383319742 https://directory.doabooks.org/handle/20.500.12854/177431 pol image/jpeg Attribution-NonCommercial-NoDerivatives 4.0 International https://press.uni.lodz.pl/index.php/wul/pl/catalog/book/1566 Wydawnictwo Uniwersytetu Łódzkiego electronic 10.18778/8331-975-9 This monograph presents advanced applications of the R programming language in econometric analysis, with particular emphasis on linear econometric models. The publication combines theoretical foundations with practical aspects, including algorithm implementation in R, data processing, and automated reporting using R/Markdown. The author discusses stochastic processes, estimation methods, model specification testing, and issues related to assessing models’ fit quality. The book includes numerous R code examples illustrating econometric models, empirical analyses, and forecasting methods for economic and financial variables. A distinctive feature is the integration of econometric techniques with data visualization tools and R/Shiny applications, enabling the development of interactive forecasting systems. The monograph is intended for researchers, data analysts, students of economics and finance, and anyone interested in modern approaches to data analysis in econometrics using R. 10.18778/8331-975-9 83bfe9c9-323d-4283-b087-d859fd9af314 9788383319759 9788383319742 electronic open access |
| spellingShingle | Econometrics Forecasting R program RStudio RShiny Programming and algorithmics Statistics thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCH Econometrics and economic statistics thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering Wdowiński, Piotr Liniowe modele ekonometryczne. Zaawansowane zastosowania języka R |
| title | Liniowe modele ekonometryczne. Zaawansowane zastosowania języka R |
| title_full | Liniowe modele ekonometryczne. Zaawansowane zastosowania języka R |
| title_fullStr | Liniowe modele ekonometryczne. Zaawansowane zastosowania języka R |
| title_full_unstemmed | Liniowe modele ekonometryczne. Zaawansowane zastosowania języka R |
| title_short | Liniowe modele ekonometryczne. Zaawansowane zastosowania języka R |
| title_sort | liniowe modele ekonometryczne zaawansowane zastosowania jezyka r |
| topic | Econometrics Forecasting R program RStudio RShiny Programming and algorithmics Statistics thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCH Econometrics and economic statistics thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering |
| topic_facet | Econometrics Forecasting R program RStudio RShiny Programming and algorithmics Statistics thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCH Econometrics and economic statistics thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering |
| url | ONIX_20260612T144849_9788383319759_17 |
| work_keys_str_mv | AT wdowinskipiotr liniowemodeleekonometrycznezaawansowanezastosowaniajezykar |