-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathbibliography.bib
380 lines (343 loc) · 10.9 KB
/
bibliography.bib
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
@Manual{rsoftware,
title = {R: A Language and Environment for Statistical Computing},
author = {{R Core Team}},
organization = {R Foundation for Statistical Computing},
address = {Vienna, Austria},
year = {2017},
url = {https://www.R-project.org/}
}
@misc{iotblog,
author = {O'Connor, C.},
title = {Data: the key measure of relevance in a digital revolution},
journal = {Internet of Things blog},
type = {Blog},
number = {September 22},
year = {2016},
url = {https://www.ibm.com/blogs/internet-of-things/data-revolution/},
note = "[Online; accessed 28-Nov-2017]"
}
@misc{econblog,
author = {{The Economist}},
title = {Rise of the machines},
journal = {The Economist - print edition},
type = {Blog},
number = {May 9},
year = {2015},
url = {https://www.economist.com/news/briefing/21650526-artificial-intelligence-scares-peopleexcessively-so-rise-machines},
note = "[Online; accessed 28-Nov-2017]"
}
@online{depstat,
author = {{Bureau of Labor Statistics}},
title = {{OES Data}},
year = {2016},
url = {https://www.bls.gov/oes/tables.htm},
organization = {United States Department of Labor},
note = "[Online; accessed 28-Nov-2017]"
}
@article{klein2015,
author = {Klein, N. and Kneib, T. and Lang, S. and Sohn, A.},
doi = {10.1214/15-AOAS823},
fjournal = {The Annals of Applied Statistics},
journal = {Ann. Appl. Stat.},
month = {June},
number = {2},
pages = {1024--1052},
publisher = {The Institute of Mathematical Statistics},
title = {Bayesian structured additive distributional regression with an application to regional income inequality in Germany},
url = {https://doi.org/10.1214/15-AOAS823},
volume = {9},
year = {2015}
}
@inproceedings{gamlss2001,
title = {The GAMLSS project: a flexible approach to statistical modelling},
booktitle = {New trends in statistical modelling: Proceedings of the 16th international workshop on statistical modelling},
author = {Rigby, R. A. and Stasinopoulos, D. M.},
month = {June},
year = {2001},
publisher = {University of Southern Denmark},
volume = {337},
pages = {345}
}
@article{gamlss2005,
title={Generalized additive models for location, scale and shape},
author={Rigby, R. A. and Stasinopoulos, D. M.},
journal={Journal of the Royal Statistical Society: Series C (Applied Statistics)},
volume={54},
number={3},
pages={507--554},
year={2005},
publisher={Wiley Online Library}
}
@techreport{bamlss2017,
title={BAMLSS: Bayesian Additive Models for Location, Scale and Shape (and Beyond)},
author={Umlauf, N. and Klein, N. and Zeileis, A.},
year={2017},
type = {Working Papers},
institution={Working Papers in Economics and Statistics},
url = {https://EconPapers.repec.org/RePEc:inn:wpaper:2017-05}
}
@Manual{shiny,
title = {shiny: Web Application Framework for R},
author = {Chang, W. and Cheng, W. and Allaire, J. J. and Yihui X. and McPherson, J.},
year = {2017},
note = {R package version 1.0.5},
url = {https://CRAN.R-project.org/package=shiny},
}
@book{hastie1990generalized,
title={Generalized Additive Models},
author={Hastie, T. J. and Tibshirani, R. J.},
isbn={9780412343902},
lccn={99015185},
series={Chapman \& Hall/CRC Monographs on Statistics \& Applied Probability},
url={https://books.google.de/books?id=qa29r1Ze1coC},
year={1990},
publisher={Taylor \& Francis}
}
@article{friedman1981projection,
title={Projection pursuit regression},
author={Friedman, J. H. and Stuetzle, W.},
journal={Journal of the American statistical Association},
volume={76},
number={376},
pages={817--823},
year={1981},
publisher={Taylor \& Francis Group}
}
@article{buja1989linear,
title={Linear smoothers and additive models},
author={Buja, A. and Hastie, T. and Tibshirani, R.},
journal={The Annals of Statistics},
pages={453--510},
year={1989},
publisher={JSTOR}
}
@book{fahrmeir2013regression,
title={Regression: Models, Methods and Applications},
author={Fahrmeir, L. and Kneib, T. and Lang, S. and Marx, B.},
isbn={9783642343339},
url={https://books.google.de/books?id=EQxU9iJtipAC},
year={2013},
publisher={Springer Berlin Heidelberg}
}
@article{matheron1963principles,
title={Principles of geostatistics},
author={Matheron, G.},
journal={Economic geology},
volume={58},
number={8},
pages={1246--1266},
year={1963},
publisher={SecG}
}
@article{laird1982random,
title={Random-effects models for longitudinal data},
author={Laird, N. M. and Ware, J. H.},
journal={Biometrics},
pages={963--974},
year={1982},
publisher={JSTOR}
}
@book{olsson2002,
title={Generalized Linear Models: An Applied Approach},
author={Olsson, U.},
isbn={9789144041551},
url={https://books.google.de/books?id=SPljHQAACAAJ},
year={2002},
publisher={Lightning Source}
}
@article{nelder1972,
title={Generalized Linear Models},
author={Nelder, J. A. and Wedderburn, R. W. M.},
journal={Journal of the Royal Statistical Society. Series A (General)},
volume={135},
number={3},
pages={370--384},
year={1972}
}
@article{lerman1984note,
title={A note on the calculation and interpretation of the Gini index},
author={Lerman, R. I. and Yitzhaki, S.},
journal={Economics Letters},
volume={15},
number={3-4},
pages={363--368},
year={1984},
publisher={Elsevier}
}
@article{nelder1987,
title={An extended quasi-likelihood function},
author={Nelder, J. A. and Pregibon, D.},
journal={Biometrika},
volume={74},
number={2},
pages={221--232},
year={1987},
publisher={Oxford University Press}
}
@article{gamlss2007,
title={{Generalized additive models for location scale and shape (GAMLSS) in R}},
author={Stasinopoulos, D. M. and Rigby, R. A.},
journal={Journal of Statistical Software},
volume={23},
number={7},
pages={1--46},
year={2007}
}
@misc{fahrmeir2003,
author = {Fahrmeir, L. and Kneib, T. and Lang, S.},
year = {2003},
volume = {305},
title = {Penalized additive regression for space-time data: a Bayesian perspective},
series = {sfb386},
url = {http://nbn-resolving.de/urn/resolver.pl?urn=nbn:de:bvb:19-epub-1687-9}
}
@article{brezger2006,
author = {Brezger, A. and Lang, S.},
year = {2006},
month = {February},
pages = {967-991},
title = {Generalized Structured Additive Regression Based on Bayesian P-Splines},
volume = {50},
journal = {Computational Statistics \& Data Analysis}
}
@techreport{klein2013,
address = {Innsbruck},
author = {Klein, N. and Kneib, T. and Lang, S.},
number = {2013-23},
institution = {Universit\"{a}t Innsbruck, Institut f\"{u}r Finanzwissenschaft},
title = {Bayesian structured additive distributional regression},
type = {Working Papers in Economics and Statistics},
url = {http://hdl.handle.net/10419/101101},
year = {2013}
}
@book{greene2012,
title={Econometric Analysis},
author={Greene, W. H.},
isbn={9780273753568},
lccn={2010050532},
series={Pearson International Edition},
url={https://books.google.de/books?id=-WFPYgEACAAJ},
year={2012},
publisher={Pearson Education, Limited}
}
@Misc{uscensus,
author = {{United States Census Bureau}},
title = {Supplement to Current Population Survey},
url = {http://www.nber.org/cps/cpsmar11.pdf},
month = {March},
year = {2011},
note = "[Online; accessed 28-Nov-2017]"
}
@Manual{ISLR,
title = {ISLR: Data for an Introduction to Statistical Learning with Applications in R},
author = {James, G. and Witten, D. and Hastie, T. and Tibshirani, R.},
year = {2017},
note = {R package version 1.2},
url = {https://CRAN.R-project.org/package=ISLR}
}
@online{shiny_online,
author = {{RStudio, Inc.}},
title = {Shiny},
year = 2017,
url = {https://shiny.rstudio.com},
note = "[Online; accessed 28-Nov-2017]"
}
@Book{ggplot2,
author = {Wickham, H.},
title = {ggplot2: Elegant Graphics for Data Analysis},
publisher = {Springer-Verlag New York},
year = {2009},
isbn = {978-0-387-98140-6},
url = {http://ggplot2.org}
}
@Manual{viridis,
title = {viridis: Default Color Maps from 'matplotlib'},
author = {Garnier, S.},
year = {2017},
note = {R package version 0.4.0},
url = {https://CRAN.R-project.org/package=viridis}
}
@Manual{formatr,
title = {formatR: Format R Code Automatically},
author = {Xie, Y.},
year = {2017},
note = {R package version 1.5},
url = {https://CRAN.R-project.org/package=formatR}
}
@Manual{rhandsontable,
title = {rhandsontable: Interface to the 'Handsontable.js' Library},
author = {Owen, J.},
year = {2016},
note = {R package version 0.3.4},
url = {https://CRAN.R-project.org/package=rhandsontable}
}
@Manual{plotly,
title = {plotly: Create Interactive Web Graphics via 'plotly.js'},
author = {Sievert, C. and Parmer, C. and Hocking, T. and Chamberlain, S. and Ram, K. and Corvellec, M. and Despouy, P.},
year = {2017},
note = {R package version 4.7.1},
url = {https://CRAN.R-project.org/package=plotly}
}
@Article{mgcv2011,
title = {Fast stable restricted maximum likelihood and marginal
likelihood estimation of semiparametric generalized linear models},
journal = {Journal of the Royal Statistical Society (B)},
volume = {73},
number = {1},
pages = {3-36},
year = {2011},
author = {S. N. Wood}
}
@book{chambers1992,
title={Statistical Models in S},
author={Chambers, J. M. and Hastie, T.},
isbn={9780534167646},
lccn={91017646},
series={Wadsworth \& Brooks/Cole computer science series},
url={https://books.google.de/books?id=uyfvAAAAMAAJ},
year={1992},
publisher={Wadsworth \& Brooks/Cole Advanced Books \& Software}
}
@Inbook{rigby1996,
author="Rigby, R. A. and Stasinopoulos, D. M.",
editor="H{\"a}rdle, W.
and Schimek, M. G.",
title="Mean and Dispersion Additive Models",
bookTitle="Statistical Theory and Computational Aspects of Smoothing: Proceedings of the COMPSTAT '94 Satellite Meeting held in Semmering, Austria, 27--28 August 1994",
year="1996",
publisher="Physica-Verlag HD",
address="Heidelberg",
pages="215--230",
isbn="978-3-642-48425-4",
doi="10.1007/978-3-642-48425-4_16",
url="https://doi.org/10.1007/978-3-642-48425-4_16"
}
@article {cole1992,
author = {Cole, T. J. and Green, P. J.},
title = {Smoothing reference centile curves: The lms method and penalized likelihood},
journal = {Statistics in Medicine},
volume = {11},
number = {10},
publisher = {Wiley Subscription Services, Inc., A Wiley Company},
issn = {1097-0258},
url = {http://dx.doi.org/10.1002/sim.4780111005},
doi = {10.1002/sim.4780111005},
pages = {1305--1319},
year = {1992},
}
@book{gamlssbook,
title={Flexible Regression and Smoothing: Using GAMLSS in R},
author={Stasinopoulos, M. D. and Rigby, R. A. and Heller, G. Z. and Voudouris, V. and De Bastiani, F.},
isbn={9781351980371},
series={Chapman \& Hall/CRC The R Series},
url={https://books.google.de/books?id=1h-9DgAAQBAJ},
year={2017},
publisher={CRC Press}
}
@Manual{gam,
title = {gam: Generalized Additive Models},
author = {Hastie, T.},
year = {2017},
note = {R package version 1.14-4},
url = {https://CRAN.R-project.org/package=gam},
}