--- references: - id: AalenLinear1989 accessed: - year: 2017 month: 5 day: 29 author: - family: Aalen given: Odd O. citation-key: AalenLinear1989 container-title: Statistics in Medicine container-title-short: Statist. Med. DOI: 10.1002/sim.4780080803 ISSN: 1097-0258 issue: '8' issued: - year: 1989 month: 8 day: 1 language: en page: 907-925 title: A linear regression model for the analysis of life times type: article-journal volume: '8' - id: AalenNonparametric1978 accessed: - year: 2015 month: 2 day: 24 author: - family: Aalen given: Odd O citation-key: AalenNonparametric1978 container-title: The Annals of Statistics container-title-short: Ann. Statist. DOI: 10.1214/aos/1176344247 ISSN: 0090-5364, 2168-8966 issue: '4' issued: - year: 1978 month: 7 language: EN page: 701-726 title: Nonparametric Inference for a Family of Counting Processes type: article-journal volume: '6' - id: AdamsTractable2009 accessed: - year: 2015 month: 2 day: 26 author: - family: Adams given: Ryan Prescott - family: Murray given: Iain - family: MacKay given: David J. C. citation-key: AdamsTractable2009 DOI: 10.1145/1553374.1553376 ISBN: 978-1-60558-516-1 issued: - year: 2009 language: en page: 1-8 publisher: ACM Press title: >- Tractable nonparametric Bayesian inference in Poisson processes with Gaussian process intensities type: paper-conference URL: http://machinelearning.org/archive/icml2009/papers/255.pdf - id: AndersenStatistical1997 author: - family: Andersen given: Per Kragh - family: Borgan given: Ornulf - family: Gill given: Richard D. - family: Keiding given: Niels citation-key: AndersenStatistical1997 collection-title: Springer series in statistics edition: Corr. 2. print event-place: New York, NY ISBN: 978-0-387-94519-4 issued: - year: 1997 language: eng number-of-pages: '767' publisher: Springer publisher-place: New York, NY title: Statistical models based on counting processes type: book - id: BaddeleyPractical2000 accessed: - year: 2014 month: 11 day: 24 author: - family: Baddeley given: Adrian - family: Turner given: Rolf citation-key: BaddeleyPractical2000 container-title: Australian & New Zealand Journal of Statistics DOI: 10.1111/1467-842X.00128 ISSN: 1467-842X issue: '3' issued: - year: 2000 month: 9 day: 1 language: en page: 283-322 title: Practical Maximum Pseudolikelihood for Spatial Point Patterns type: article-journal URL: http://wildfire.stat.ucla.edu/pdflibrary/baddeleyturnerpseudo.pdf volume: '42' - id: BarbieriConstruction2001 accessed: - year: 2015 month: 2 day: 26 author: - family: Barbieri given: Riccardo - family: Quirk given: Michael C - family: Frank given: Loren M - family: Wilson given: Matthew A - family: Brown given: Emery N citation-key: BarbieriConstruction2001 container-title: Journal of Neuroscience Methods container-title-short: Journal of Neuroscience Methods DOI: 10.1016/S0165-0270(00)00344-7 ISSN: 0165-0270 issue: '1' issued: - year: 2001 month: 1 day: 30 page: 25-37 title: >- Construction and analysis of non-Poisson stimulus-response models of neural spiking activity type: article-journal URL: >- http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.386.2431&rep=rep1&type=pdf volume: '105' - id: BarronMinimum1991 author: - family: Barron given: A. R. - family: Cover given: T. M. citation-key: BarronMinimum1991 container-title: IEEE Transactions on Information Theory DOI: 10.1109/18.86996 ISSN: 0018-9448 issue: '4' issued: - year: 1991 month: 7 page: 1034-1054 title: Minimum complexity density estimation type: article-journal URL: http://www-isl.stanford.edu/~cover/papers/transIT/1034barr.pdf volume: '37' - id: BenichouxFundamental2013 accessed: - year: 2015 month: 3 day: 1 author: - family: Benichoux given: Alexis - family: Vincent given: Emmanuel - family: Gribonval given: Rémi citation-key: BenichouxFundamental2013 container-title: >- ICASSP-38th International Conference on Acoustics, Speech, and Signal Processing-2013 issued: - year: 2013 title: >- A fundamental pitfall in blind deconvolution with sparse and shift-invariant priors type: paper-conference URL: https://hal.inria.fr/hal-00800770/ - id: BermanApproximating1992 accessed: - year: 2015 month: 2 day: 26 author: - family: Berman given: Mark - family: Turner given: T. Rolf citation-key: BermanApproximating1992 container-title: Journal of the Royal Statistical Society. Series C (Applied Statistics) container-title-short: Journal of the Royal Statistical Society. Series C (Applied Statistics) DOI: 10.2307/2347614 ISSN: 0035-9254 issue: '1' issued: - year: 1992 month: 1 day: 1 page: 31-38 title: Approximating Point Process Likelihoods with GLIM type: article-journal volume: '41' - id: BesagEfficiency1977 accessed: - year: 2015 month: 2 day: 26 author: - family: Besag given: Julian citation-key: BesagEfficiency1977 container-title: Biometrika container-title-short: Biometrika DOI: 10.2307/2345341 ISSN: 0006-3444 issue: '3' issued: - year: 1977 month: 12 day: 1 page: 616-618 title: Efficiency of Pseudolikelihood Estimation for Simple Gaussian Fields type: article-journal URL: http://ci.nii.ac.jp/naid/30013503295/ volume: '64' - id: BremaudPower2005 accessed: - year: 2015 month: 3 day: 16 author: - family: Brémaud given: Pierre - family: Massoulié given: Laurent - family: Ridolfi given: Andrea citation-key: BremaudPower2005 container-title: Advances in Applied Probability container-title-short: Adv. in Appl. Probab. DOI: 10.1239/aap/1134587756 ISSN: 0001-8678, 1475-6064 issue: '4' issued: - year: 2005 month: 12 page: 1116-1146 title: Power spectra of random spike fields and related processes type: article-journal URL: http://www.di.ens.fr/~baccelli/Evaluation/massoulie-ridolfi.pdf volume: '37' - id: BuckleyEstimation1988 accessed: - year: 2015 month: 3 day: 6 author: - family: Buckley given: M. J. - family: Eagleson given: G. K. - family: Silverman given: B. W. citation-key: BuckleyEstimation1988 container-title: Biometrika container-title-short: Biometrika DOI: 10.1093/biomet/75.2.189 ISSN: 0006-3444, 1464-3510 issue: '2' issued: - year: 1988 month: 1 day: 6 language: en page: 189-199 title: The estimation of residual variance in nonparametric regression type: article-journal URL: http://biomet.oxfordjournals.org/content/75/2/189 volume: '75' - id: ChaudhuriNonparametric1991 accessed: - year: 2015 month: 3 day: 6 author: - family: Chaudhuri given: Probal citation-key: ChaudhuriNonparametric1991 container-title: The Annals of Statistics container-title-short: Ann. Statist. DOI: 10.1214/aos/1176348119 ISSN: 0090-5364, 2168-8966 issue: '2' issued: - year: 1991 month: 6 language: EN page: 760-777 title: >- Nonparametric Estimates of Regression Quantiles and Their Local Bahadur Representation type: article-journal volume: '19' - id: CoxAsymptotic1990 accessed: - year: 2015 month: 3 day: 1 author: - family: Cox given: Dennis D. - family: O’Sullivan given: Finbarr citation-key: CoxAsymptotic1990 container-title: The Annals of Statistics container-title-short: Ann. Statist. DOI: 10.1214/aos/1176347872 ISSN: 0090-5364, 2168-8966 issue: '4' issued: - year: 1990 month: 12 language: EN page: 1676-1695 title: Asymptotic Analysis of Penalized Likelihood and Related Estimators type: article-journal volume: '18' - id: CucalaIntensity2008 accessed: - year: 2015 month: 3 day: 3 author: - family: Cucala given: Lionel citation-key: CucalaIntensity2008 container-title: Scandinavian Journal of Statistics DOI: 10.1111/j.1467-9469.2007.00583.x ISSN: 1467-9469 issue: '2' issued: - year: 2008 month: 6 day: 1 language: en page: 322-334 title: Intensity Estimation for Spatial Point Processes Observed with Noise type: article-journal volume: '35' - id: DiaconisAsymptotics1984 accessed: - year: 2014 month: 10 day: 10 author: - family: Diaconis given: Persi - family: Freedman given: David citation-key: DiaconisAsymptotics1984 container-title: The Annals of Statistics container-title-short: The Annals of Statistics ISSN: 0090-5364 issue: '3' issued: - year: 1984 month: 9 day: 1 page: 793-815 title: Asymptotics of Graphical Projection Pursuit type: article-journal URL: http://www.jstor.org/stable/2240961 volume: '12' - id: DiggleParameter1979 accessed: - year: 2015 month: 2 day: 27 author: - family: Diggle given: Peter J. citation-key: DiggleParameter1979 container-title: Biometrics container-title-short: Biometrics DOI: 10.2307/2529938 ISSN: 0006-341X issue: '1' issued: - year: 1979 month: 3 day: 1 page: 87-101 title: >- On Parameter Estimation and Goodness-of-Fit Testing for Spatial Point Patterns type: article-journal volume: '35' - id: EdenDynamic2004 author: - family: Eden given: U - family: Frank given: L - family: Barbieri given: R - family: Solo given: V - family: Brown given: E citation-key: EdenDynamic2004 container-title: Neural Computation DOI: 10.1162/089976604773135069 ISSN: 0899-7667 issue: '5' issued: - year: 2004 month: 5 page: 971-998 title: Dynamic Analysis of Neural Encoding by Point Process Adaptive Filtering type: article-journal volume: '16' - id: EichlerGraphical2016 accessed: - year: 2016 month: 9 day: 18 author: - family: Eichler given: Michael - family: Dahlhaus given: Rainer - family: Dueck given: Johannes citation-key: EichlerGraphical2016 container-title: Journal of Time Series Analysis container-title-short: J. Time Ser. Anal. DOI: 10.1111/jtsa.12213 ISSN: 1467-9892 issued: - year: 2016 month: 1 day: 1 language: en page: n/a-n/a title: >- Graphical Modeling for Multivariate Hawkes Processes with Nonparametric Link Functions type: article-journal - id: EllisDensity1991 accessed: - year: 2015 month: 2 day: 26 author: - family: Ellis given: Steven P. citation-key: EllisDensity1991 container-title: Stochastic Processes and their Applications container-title-short: Stochastic Processes and their Applications DOI: 10.1016/0304-4149(91)90087-S ISSN: 0304-4149 issue: '2' issued: - year: 1991 month: 12 page: 345-358 title: Density estimation for point processes type: article-journal volume: '39' - id: FatalovIntegral2012 accessed: - year: 2015 month: 2 day: 26 author: - family: Fatalov given: V. R. citation-key: FatalovIntegral2012 container-title: Mathematical Notes container-title-short: Math Notes DOI: 10.1134/S0001434612070103 ISSN: 0001-4346, 1573-8876 issue: 1-2 issued: - year: 2012 month: 8 day: 28 language: en page: 79-98 title: >- Integral functionals for the exponential of the wiener process and the Brownian bridge: Exact asymptotics and legendre functions type: article-journal volume: '92' - id: GaiffasHighdimensional2012 accessed: - year: 2016 month: 9 day: 14 author: - family: Gaïffas given: Stéphane - family: Guilloux given: Agathe citation-key: GaiffasHighdimensional2012 container-title: Electronic Journal of Statistics container-title-short: Electron. J. Statist. DOI: 10.1214/12-EJS681 ISSN: 1935-7524 issued: - year: 2012 language: EN page: 522-546 title: High-dimensional additive hazards models and the Lasso type: article-journal volume: '6' - id: GreenPenalized1987 accessed: - year: 2015 month: 3 day: 1 author: - family: Green given: Peter J. citation-key: GreenPenalized1987 container-title: International Statistical Review / Revue Internationale de Statistique container-title-short: International Statistical Review / Revue Internationale de Statistique DOI: 10.2307/1403404 ISSN: 0306-7734 issue: '3' issued: - year: 1987 month: 12 day: 1 page: 245-259 title: Penalized Likelihood for General Semi-Parametric Regression Models type: article-journal URL: http://www.maths.bris.ac.uk/~mapjg/papers/green_isr_87.pdf volume: '55' - id: GuanGoodnessoffit2008 author: - family: Guan given: Yongtao citation-key: GuanGoodnessoffit2008 container-title: Biometrika container-title-short: Biometrika DOI: 10.1093/biomet/asn045 ISSN: 0006-3444 issue: '4' issued: - year: 2008 month: 12 day: 1 page: 831-845 title: A goodness-of-fit test for inhomogeneous spatial Poisson processes type: article-journal URL: http://wildfire.stat.ucla.edu/pdflibrary/guan08.pdf volume: '95' - id: GuanLeast2007 author: - family: Guan given: Yongtao - family: Sherman given: Michael citation-key: GuanLeast2007 container-title: 'Journal of the Royal Statistical Society: Series B (Statistical Methodology)' DOI: 10.1111/j.1467-9868.2007.00575.x ISSN: 1467-9868 issue: '1' issued: - year: 2007 month: 2 day: 1 language: en page: 31-49 title: On least squares fitting for stationary spatial point processes type: article-journal URL: http://agris.fao.org/agris-search/search.do?recordID=US201300738118 volume: '69' - id: GuanVariance2008 author: - family: Guan given: Yongtao citation-key: GuanVariance2008 container-title: 'Journal of the Royal Statistical Society: Series B (Statistical Methodology)' issue: '1' issued: - year: 2008 page: 175–190 title: >- Variance estimation for statistics computed from inhomogeneous spatial point processes type: article-journal URL: http://moya.bus.miami.edu/~yguan/Papers/Papers%20accepted/JRSSB_07.pdf volume: '70' - id: HansenPenalized2010 accessed: - year: 2015 month: 3 day: 13 author: - family: Hansen given: Niels Richard citation-key: HansenPenalized2010 container-title: arXiv:1003.0848 [math, stat] issued: - year: 2010 month: 3 day: 3 title: >- Penalized maximum likelihood estimation for generalized linear point processes type: article-journal URL: http://arxiv.org/abs/1003.0848 - id: HaweAnalysis2013 accessed: - year: 2014 month: 11 day: 28 author: - family: Hawe given: S. - family: Kleinsteuber given: M. - family: Diepold given: K. citation-key: HaweAnalysis2013 container-title: IEEE Transactions on Image Processing DOI: 10.1109/TIP.2013.2246175 ISSN: 1057-7149, 1941-0042 issue: '6' issued: - year: 2013 month: 6 page: 2138-2150 title: Analysis operator learning and its application to image reconstruction type: article-journal URL: http://arxiv.org/abs/1204.5309 volume: '22' - id: HelmersStatistical1999 author: - family: Helmers given: Roelof - family: Mangku given: I. Wayan citation-key: HelmersStatistical1999 container-title: ANN. INST. STAT. MATH issued: - year: 1999 page: 265–280 title: Statistical Estimation of Poisson Intensity Functions type: article-journal volume: '51' - id: HurvichSmoothing1998 accessed: - year: 2015 month: 2 day: 23 author: - family: Hurvich given: Clifford M. - family: Simonoff given: Jeffrey S. - family: Tsai given: Chih-Ling citation-key: HurvichSmoothing1998 container-title: Journal of the Royal Statistical Society. Series B (Statistical Methodology) container-title-short: Journal of the Royal Statistical Society. Series B (Statistical Methodology) ISSN: 1369-7412 issue: '2' issued: - year: 1998 month: 1 day: 1 page: 271-293 title: >- Smoothing Parameter Selection in Nonparametric Regression Using an Improved Akaike Information Criterion type: article-journal URL: http://www.jstor.org/stable/2985940 volume: '60' - id: JensenAsymptotic1994 accessed: - year: 2016 month: 9 day: 13 author: - family: Jensen given: Jens Ledet - family: Künsch given: Hans R. citation-key: JensenAsymptotic1994 container-title: Annals of the Institute of Statistical Mathematics container-title-short: Ann Inst Stat Math DOI: 10.1007/BF00773511 ISSN: 0020-3157, 1572-9052 issue: '3' issued: - year: 1994 language: en page: 475-486 title: >- On asymptotic normality of pseudo likelihood estimates for pairwise interaction processes type: article-journal URL: >- https://www.researchgate.net/profile/Hans_Kuensch/publication/24052243_On_Asymptotic_Normality_of_Pseudo_Likelihood_Estimates_for_Pairwise_Interaction_Processes/links/53e87ea00cf25d674ea82e03.pdf volume: '46' - id: JensenPseudolikelihood1991 accessed: - year: 2015 month: 1 day: 13 author: - family: Jensen given: Jens Ledet - family: Møller given: Jesper citation-key: JensenPseudolikelihood1991 container-title: The Annals of Applied Probability container-title-short: The Annals of Applied Probability DOI: 10.1214/aoap/1177005877 ISSN: 1050-5164 issue: '3' issued: - year: 1991 month: 8 day: 1 page: 445-461 title: Pseudolikelihood for Exponential Family Models of Spatial Point Processes type: article-journal volume: '1' - id: JubanProbabilistic2007 accessed: - year: 2015 month: 3 day: 6 author: - family: Juban given: Jérémie - family: Fugon given: Lionel - family: Kariniotakis given: Georges citation-key: JubanProbabilistic2007 event-title: European Wind Energy Conference and exhibition, EWEC 2007 issued: - year: 2007 language: en title: >- Probabilistic short-term wind power forecasting based on kernel density estimators type: paper-conference URL: https://hal-mines-paristech.archives-ouvertes.fr/hal-00526011/document - id: KoenkerGoodness1999 accessed: - year: 2015 month: 3 day: 6 author: - family: Koenker given: Roger - family: Machado given: José A. F. citation-key: KoenkerGoodness1999 container-title: Journal of the American Statistical Association container-title-short: Journal of the American Statistical Association DOI: 10.1080/01621459.1999.10473882 ISSN: 0162-1459 issue: '448' issued: - year: 1999 month: 12 day: 1 page: 1296-1310 title: Goodness of Fit and Related Inference Processes for Quantile Regression type: article-journal URL: http://ajbuckeconbikesail.net/Econ616/Quantile/JASA1999.pdf volume: '94' - id: KoenkerQuantile2001 accessed: - year: 2015 month: 3 day: 6 author: - family: Koenker given: Roger - family: Hallock given: Kevin F. citation-key: KoenkerQuantile2001 container-title: The Journal of Economic Perspectives issue: '4' issued: - year: 2001 page: 143–156 title: Quantile Regression type: article-journal URL: http://ajbuckeconbikesail.net/Econ616/Quantile/Koenker-Hallock.pdf volume: '15' - id: MairalOnline2009 accessed: - year: 2014 month: 8 day: 19 author: - family: Mairal given: Julien - family: Bach given: Francis - family: Ponce given: Jean - family: Sapiro given: Guillermo citation-key: MairalOnline2009 collection-title: ICML '09 container-title: Proceedings of the 26th Annual International Conference on Machine Learning DOI: 10.1145/1553374.1553463 event-place: New York, NY, USA ISBN: 978-1-60558-516-1 issued: - year: 2009 page: 689–696 publisher: ACM publisher-place: New York, NY, USA title: Online Dictionary Learning for Sparse Coding type: paper-conference URL: http://www.dtic.mil/cgi-bin/GetTRDoc?AD=ADA513243 - id: MarzilianoSampling2006 author: - family: Marziliano given: P. - family: Vetterli given: M. - family: Blu given: T. citation-key: MarzilianoSampling2006 container-title: IEEE Transactions on Information Theory DOI: 10.1109/TIT.2006.872844 ISSN: 0018-9448 issue: '5' issued: - year: 2006 month: 5 language: en page: 2230-2233 title: >- Sampling and exact reconstruction of bandlimited signals with additive shot noise type: article-journal volume: '52' - id: MatsumotoExponential2005 accessed: - year: 2015 month: 2 day: 26 author: - family: Matsumoto given: Hiroyuki - family: Yor given: Marc citation-key: MatsumotoExponential2005 container-title: Probability Surveys DOI: 10.1214/154957805100000168 ISSN: 1549-5787 issued: - year: 2005 page: 348-384 title: >- Exponential functionals of Brownian motion, II: Some related diffusion processes type: article-journal URL: http://arxiv.org/abs/math/0511519 volume: '2' - id: MatsumotoExponential2005 accessed: - year: 2015 month: 2 day: 26 author: - family: Matsumoto given: Hiroyuki - family: Yor given: Marc citation-key: MatsumotoExponential2005 container-title: Probability Surveys DOI: 10.1214/154957805100000159 ISSN: 1549-5787 issued: - year: 2005 language: en page: 312-347 title: >- Exponential functionals of Brownian motion, I: Probability laws at fixed time type: article-journal URL: http://www.i-journals.org/ps/viewarticle.php?id=47&layout=abstract volume: '2' - id: PillowSpatiotemporal2008 accessed: - year: 2019 month: 11 day: 6 author: - family: Pillow given: Jonathan W. - family: Shlens given: Jonathon - family: Paninski given: Liam - family: Sher given: Alexander - family: Litke given: Alan M. - family: Chichilnisky given: E. J. - family: Simoncelli given: Eero P. citation-key: PillowSpatiotemporal2008 container-title: Nature container-title-short: Nature DOI: 10.1038/nature07140 ISSN: 1476-4687 issue: '7207' issued: - year: 2008 month: 8 language: en page: 995-999 PMCID: PMC2684455 PMID: '18650810' title: >- Spatio-temporal correlations and visual signalling in a complete neuronal population type: article-journal URL: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2684455/ volume: '454' - id: PuriMaximum1986 accessed: - year: 2015 month: 2 day: 26 author: - family: Puri given: Madan L. - family: Tuan given: Pham D. citation-key: PuriMaximum1986 container-title: >- Proceedings of the National Academy of Sciences of the United States of America container-title-short: Proc Natl Acad Sci U S A ISSN: 0027-8424 issue: '3' issued: - year: 1986 month: 2 page: 541-545 PMCID: PMC322899 PMID: '16593651' title: Maximum likelihood estimation for stationary point processes type: article-journal URL: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC322899/ volume: '83' - id: Reynaud-BouretAdaptive2003 accessed: - year: 2016 month: 8 day: 22 author: - family: Reynaud-Bouret given: Patricia citation-key: Reynaud-BouretAdaptive2003 container-title: Probability Theory and Related Fields container-title-short: Probab. Theory Relat. Fields DOI: 10.1007/s00440-003-0259-1 ISSN: 0178-8051, 1432-2064 issue: '1' issued: - year: 2003 month: 5 language: en title: >- Adaptive estimation of the intensity of inhomogeneous Poisson processes via concentration inequalities type: article-journal URL: http://math1.unice.fr/~reynaudb/ptrf.pdf volume: '126' - id: Reynaud-BouretAdaptive2010 accessed: - year: 2014 month: 12 day: 8 author: - family: Reynaud-Bouret given: Patricia - family: Schbath given: Sophie citation-key: Reynaud-BouretAdaptive2010 container-title: The Annals of Statistics container-title-short: Ann. Statist. DOI: 10.1214/10-AOS806 ISSN: 0090-5364, 2168-8966 issue: '5' issued: - year: 2010 month: 10 language: EN page: 2781-2822 title: Adaptive estimation for Hawkes processes; application to genome analysis type: article-journal volume: '38' - id: Reynaud-BouretGoodnessofFit2014 accessed: - year: 2016 month: 9 day: 14 author: - family: Reynaud-Bouret given: Patricia - family: Rivoirard given: Vincent - family: Grammont given: Franck - family: Tuleau-Malot given: Christine citation-key: Reynaud-BouretGoodnessofFit2014 container-title: The Journal of Mathematical Neuroscience DOI: 10.1186/2190-8567-4-3 ISSN: 2190-8567 issue: '1' issued: - year: 2014 language: en page: '3' title: >- Goodness-of-Fit Tests and Nonparametric Adaptive Estimation for Spike Train Analysis type: article-journal URL: >- http://mathematical-neuroscience.springeropen.com/articles/10.1186/2190-8567-4-3 volume: '4' - id: Reynaud-BouretNon2007 accessed: - year: 2016 month: 8 day: 31 author: - family: Reynaud-Bouret given: Patricia - family: Roy given: Emmanuel citation-key: Reynaud-BouretNon2007 container-title: Bulletin of the Belgian Mathematical Society - Simon Stevin container-title-short: Bull. Belg. Math. Soc. Simon Stevin ISSN: 1370-1444 issue: '5' issued: - year: 2007 month: 1 page: 883-896 title: Some non asymptotic tail estimates for Hawkes processes type: article-journal volume: '13' - id: RiabizCentral2016 author: - family: Riabiz given: Marina - family: Ardeshiri given: Tohid - family: Godsill given: Simon citation-key: RiabizCentral2016 event-title: NIPS 2016 Time Series Workshop issued: - year: 2016 page: 70-82 title: >- A central limit theorem with application to inference in α-stable regression models type: paper-conference URL: http://jmlr.org/proceedings/papers/v55/riabiz16.html - id: SchelldorferGLMMLasso2014 accessed: - year: 2014 month: 7 day: 4 author: - family: Schelldorfer given: Jürg - family: Meier given: Lukas - family: Bühlmann given: Peter citation-key: SchelldorferGLMMLasso2014 container-title: Journal of Computational and Graphical Statistics DOI: 10.1080/10618600.2013.773239 ISSN: 1061-8600 issue: '2' issued: - year: 2014 page: 460-477 title: >- GLMMLasso: An Algorithm for High-Dimensional Generalized Linear Mixed Models Using ℓ1-Penalization type: article-journal volume: '23' - id: SchoenbergConsistent2005 accessed: - year: 2015 month: 2 day: 24 author: - family: Schoenberg given: Frederic Paik citation-key: SchoenbergConsistent2005 container-title: Journal of Statistical Planning and Inference container-title-short: Journal of Statistical Planning and Inference DOI: 10.1016/j.jspi.2003.09.027 ISSN: 0378-3758 issue: '1' issued: - year: 2005 month: 1 day: 15 page: 79-93 title: >- Consistent parametric estimation of the intensity of a spatial–temporal point process type: article-journal URL: http://escholarship.org/uc/item/6584c641 volume: '128' - id: SilvermanEstimation1982 accessed: - year: 2015 month: 3 day: 6 author: - family: Silverman given: B. W. citation-key: SilvermanEstimation1982 container-title: The Annals of Statistics container-title-short: Ann. Statist. DOI: 10.1214/aos/1176345872 ISSN: 0090-5364, 2168-8966 issue: '3' issued: - year: 1982 month: 9 language: EN page: 795-810 title: >- On the Estimation of a Probability Density Function by the Maximum Penalized Likelihood Method type: article-journal URL: >- http://oai.dtic.mil/oai/oai?verb=getRecord&metadataPrefix=html&identifier=ADA103875 volume: '10' - id: SimonRegularization2011 accessed: - year: 2015 month: 3 day: 20 author: - family: Simon given: Noah - family: Friedman given: Jerome - family: Hastie given: Trevor - family: Tibshirani given: Rob citation-key: SimonRegularization2011 container-title: Journal of Statistical Software issue: '5' issued: - year: 2011 month: 3 title: >- Regularization Paths for Cox’s Proportional Hazards Model via Coordinate Descent type: article-journal URL: http://www.jstatsoft.org/v39/i05/paper volume: '39' - id: SimpsonGoing2011 accessed: - year: 2015 month: 2 day: 26 author: - family: Simpson given: Daniel - family: Illian given: Janine - family: Lindgren given: Finn - family: Sørbye given: Sigrunn - family: Rue given: Håvard citation-key: SimpsonGoing2011 container-title: arXiv:1111.0641 [math, stat] issued: - year: 2011 month: 11 day: 1 title: >- Going off grid: Computationally efficient inference for log-Gaussian Cox processes type: article-journal URL: http://arxiv.org/abs/1111.0641 - id: SmithEstimating2003 author: - family: Smith given: A - family: Brown given: E citation-key: SmithEstimating2003 container-title: Neural Computation DOI: 10.1162/089976603765202622 ISSN: 0899-7667 issue: '5' issued: - year: 2003 month: 5 page: 965-991 title: Estimating a state-space model from point process observations type: article-journal volume: '15' - id: StowellDetailed2016 accessed: - year: 2019 month: 11 day: 6 author: - family: Stowell given: Dan - family: Gill given: Lisa - family: Clayton given: David citation-key: StowellDetailed2016 container-title: Journal of The Royal Society Interface container-title-short: Journal of The Royal Society Interface DOI: 10.1098/rsif.2016.0296 issue: '119' issued: - year: 2016 month: 6 day: 30 page: '20160296' title: Detailed temporal structure of communication networks in groups of songbirds type: article-journal volume: '13' - id: ThrampoulidisLASSO2015 accessed: - year: 2015 month: 12 day: 18 author: - family: Thrampoulidis given: Chrtistos - family: Abbasi given: Ehsan - family: Hassibi given: Babak citation-key: ThrampoulidisLASSO2015 container-title: Advances in Neural Information Processing Systems 28 editor: - family: Cortes given: C. - family: Lawrence given: N. D. - family: Lee given: D. D. - family: Sugiyama given: M. - family: Garnett given: R. - family: Garnett given: R. issued: - year: 2015 page: 3402–3410 publisher: Curran Associates, Inc. title: >- LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements type: paper-conference URL: >- http://papers.nips.cc/paper/5739-lasso-with-non-linear-measurements-is-equivalent-to-one-with-linear-measurements.pdf - id: UnserIntroduction2014 author: - family: Unser given: Michael A. - family: Tafti given: Pouya call-number: QA274.23 .U57 2014 citation-key: UnserIntroduction2014 event-place: New York ISBN: 978-1-107-05854-5 issued: - year: 2014 number-of-pages: '387' publisher: Cambridge University Press publisher-place: New York title: An introduction to sparse stochastic processes type: book URL: http://www.sparseprocesses.org/sparseprocesses-123456.pdf - id: vandeGeerAsymptotically2014 accessed: - year: 2014 month: 12 day: 18 author: - family: Geer given: Sara non-dropping-particle: van de - family: Bühlmann given: Peter - family: Ritov given: Ya'acov - family: Dezeure given: Ruben citation-key: vandeGeerAsymptotically2014 container-title: The Annals of Statistics container-title-short: Ann. Statist. DOI: 10.1214/14-AOS1221 ISSN: 0090-5364 issue: '3' issued: - year: 2014 month: 6 language: EN page: 1166-1202 title: >- On asymptotically optimal confidence regions and tests for high-dimensional models type: article-journal URL: http://arxiv.org/abs/1303.0518 volume: '42' - id: vanLieshoutEstimation2011 accessed: - year: 2015 month: 2 day: 26 author: - family: Lieshout given: Marie-Colette N. M. non-dropping-particle: van citation-key: vanLieshoutEstimation2011 container-title: Methodology and Computing in Applied Probability container-title-short: Methodol Comput Appl Probab DOI: 10.1007/s11009-011-9244-9 ISSN: 1387-5841, 1573-7713 issue: '3' issued: - year: 2011 month: 8 day: 4 language: en page: 567-578 title: On Estimation of the Intensity Function of a Point Process type: article-journal volume: '14' - id: WuFunctional2013 accessed: - year: 2016 month: 8 day: 16 author: - family: Wu given: Shuang - family: Müller given: Hans-Georg - family: Zhang given: Zhen citation-key: WuFunctional2013 container-title: Statistica Sinica container-title-short: Statistica Sinica ISSN: 1017-0405 issue: '1' issued: - year: 2013 page: 1-23 title: Functional Data Analysis for Point Processes with Rare Events type: article-journal URL: http://www3.stat.sinica.edu.tw/sstest/oldpdf/A23n11.pdf volume: '23' - id: ZarezadeRedQueen2017 accessed: - year: 2017 month: 2 day: 16 author: - family: Zarezade given: Ali - family: Upadhyay given: Utkarsh - family: Rabiee given: Hamid R. - family: Gomez-Rodriguez given: Manuel citation-key: ZarezadeRedQueen2017 collection-title: WSDM '17 container-title: >- Proceedings of the Tenth ACM International Conference on Web Search and Data Mining DOI: 10.1145/3018661.3018684 event-place: New York, NY, USA ISBN: 978-1-4503-4675-7 issued: - year: 2017 language: en page: 51-60 publisher: ACM Press publisher-place: New York, NY, USA title: 'RedQueen: An Online Algorithm for Smart Broadcasting in Social Networks' type: paper-conference URL: http://arxiv.org/abs/1610.05773 ...