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Exploratory data analysis on large data sets: The example of salary variation in Spanish Social Security Data
Nicodemo, Catia; Satorra, Albert - In: BRQ Business Research Quarterly 25 (2022) 3, pp. 283-294
New challenges arise in data visualization when the research involves a sizable database. With many data points, classical scatterplots are non-informative due to the cluttering of points. On the contrary, simple plots, such as the boxplot that are of limited use in small samples, offer great...
Persistent link: https://www.econbiz.de/10013327745
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Exploratory Data Analysis on Large Data Sets: The Example of Salary Variation in Spanish Social Security Data
Nicodemo, Catia; Satorra, Albert - 2020
sample. This paper presents Exploratory Data Analysis (EDA) methods that are useful when a large dataset is involved. The EDA … from data using simple graphical tools. In this paper, some of the EDA methods like the Boxplot and Scatterplot are …. The EDA methods are also applied to assessing competing regressions with earnings as the dependent variable. The methods …
Persistent link: https://www.econbiz.de/10012270137
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Exploratory data analysis on large data sets: the example of salary variation in Spanish social security data
Nicodemo, Catia; Satorra, Albert - 2020
sample. This paper presents Exploratory Data Analysis (EDA) methods that are useful when a large dataset is involved. The EDA … from data using simple graphical tools. In this paper, some of the EDA methods like the Boxplot and Scatterplot are …. The EDA methods are also applied to assessing competing regressions with earnings as the dependent variable. The methods …
Persistent link: https://www.econbiz.de/10012248983
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Exploratory Data Analysis on Large Data Sets : The Example of Salary Variation in Spanish Social Security Data
Nicodemo, Catia - 2020
sample. This paper presents Exploratory Data Analysis (EDA) methods that are useful when a large dataset is involved. The EDA … from data using simple graphical tools. In this paper, some of the EDA methods like the Boxplot and Scatterplot are …. The EDA methods are also applied to assessing competing regressions with earnings as the dependent variable. The methods …
Persistent link: https://www.econbiz.de/10012828598
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O desafio do pareamento de grandes bases de dados: Mapeamento de métodos de record linkage probabilístico e diagnóstico de sua viabilidade empírica
Peng, Yaohao; Mation, Lucas Ferreira - 2018
techniques and main packages and implementations available in open-source R language. The results can provide heuristics for …
Persistent link: https://www.econbiz.de/10012146747
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21 Metadata Platforms and Reports for the 21st Century Pandemic
Mukhopadhyay, Mayukh - 2020
With the outbreak of COVID-19, we are experiencing an avalanche of information from various platforms to fight against this pandemic. Although a good thing at the time of such crisis, it is becoming overwhelming for researchers to differentiate between legitimate literature for academic pursuit...
Persistent link: https://www.econbiz.de/10014099764
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Model Averaging and Double Machine Learning
Ahrens, Achim; Hansen, Christian B.; Schaffer, Mark E; … - 2024
common alternative approaches based on single pre-selected learners. We provide Stata and R software implementing our …
Persistent link: https://www.econbiz.de/10014469867
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Model averaging and double machine learning
Ahrens, Achim; Hansen, Christian Bailey; Schaffer, Mark E. - 2024
common alternative approaches based on single pre-selected learners. We provide Stata and R software implementing our …
Persistent link: https://www.econbiz.de/10014454715
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A fast algorithm for the computation of HAC covariance matrix estimators
Heberle, Jochen; Sattarhoff, Cristina - In: Econometrics 5 (2017) 1, pp. 1-16
as code for a reference implementation in R. …
Persistent link: https://www.econbiz.de/10011755358
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A fast algorithm for the computation of HAC covariance matrix estimators
Heberle, Jochen; Sattarhoff, Cristina - In: Econometrics : open access journal 5 (2017) 1, pp. 1-16
as code for a reference implementation in R. …
Persistent link: https://www.econbiz.de/10011653828