How to improve your relationship with your future self

How to improve your relationship with your future self

This essay provides practical advice about how to do transparent and reproducible data analysis and writing. We note that doing research in this way today will not only improve the cumulation of knowledge within a discipline, but it will also improve the life of the researcher tomorrow. We organize...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: BOWERS,JAKE, VOORS,MAARTEN
Lenguaje:English
Publicado: Pontificia Universidad Católica de Chile. Instituto de Ciencia Política 2016
Materias:
research transparency
reproducible research
workflow
methodology
Acceso en línea:http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-090X2016000300011
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
id oai:scielo:S0718-090X2016000300011
record_format dspace
spelling oai:scielo:S0718-090X20160003000112017-02-13How to improve your relationship with your future selfBOWERS,JAKEVOORS,MAARTEN research transparency reproducible research workflow methodology This essay provides practical advice about how to do transparent and reproducible data analysis and writing. We note that doing research in this way today will not only improve the cumulation of knowledge within a discipline, but it will also improve the life of the researcher tomorrow. We organize the argument around a series of homilies that lead to concrete actions. (1) Data analysis is computer programming. (2) No data analyst is an island for long. (3) The territory of data analysis requires maps. (4) Version control prevents clobbering, reconciles history, and helps organize work. (5) Testing minimizes error. (6) Work *can* be reproducible. (7) Research ought to be credible communication.info:eu-repo/semantics/openAccessPontificia Universidad Católica de Chile. Instituto de Ciencia PolíticaRevista de ciencia política (Santiago) v.36 n.3 20162016-12-01text/htmlhttp://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-090X2016000300011en10.4067/S0718-090X2016000300011
institution Scielo Chile
collection Scielo Chile
language English
topic research transparency
reproducible research
workflow
methodology
spellingShingle research transparency
reproducible research
workflow
methodology
BOWERS,JAKE
VOORS,MAARTEN
How to improve your relationship with your future self
description This essay provides practical advice about how to do transparent and reproducible data analysis and writing. We note that doing research in this way today will not only improve the cumulation of knowledge within a discipline, but it will also improve the life of the researcher tomorrow. We organize the argument around a series of homilies that lead to concrete actions. (1) Data analysis is computer programming. (2) No data analyst is an island for long. (3) The territory of data analysis requires maps. (4) Version control prevents clobbering, reconciles history, and helps organize work. (5) Testing minimizes error. (6) Work *can* be reproducible. (7) Research ought to be credible communication.
author BOWERS,JAKE
VOORS,MAARTEN
author_facet BOWERS,JAKE
VOORS,MAARTEN
author_sort BOWERS,JAKE
title How to improve your relationship with your future self
title_short How to improve your relationship with your future self
title_full How to improve your relationship with your future self
title_fullStr How to improve your relationship with your future self
title_full_unstemmed How to improve your relationship with your future self
title_sort how to improve your relationship with your future self
publisher Pontificia Universidad Católica de Chile. Instituto de Ciencia Política
publishDate 2016
url http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-090X2016000300011
work_keys_str_mv AT bowersjake howtoimproveyourrelationshipwithyourfutureself
AT voorsmaarten howtoimproveyourrelationshipwithyourfutureself
_version_ 1714201756433383424

Ejemplares similares