Works (39)

Updated: October 23rd, 2023 08:15

2023 article

A Review of Data-Driven Discovery for Dynamic Systems

North, J. S., Wikle, C. K., & Schliep, E. M. (2023, September 29). INTERNATIONAL STATISTICAL REVIEW, Vol. 9.

By: J. North*, C. Wikle* & E. Schliep n

co-author countries: United States of America 🇺🇸
author keywords: differential equations; dynamic equation discovery; probabilistic dynamic equation discovery
Sources: Web Of Science, ORCID
Added: October 16, 2023

2023 journal article

Predicting climate change impacts on poikilotherms using physiologically guided species abundance models

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 120(15).

co-author countries: United States of America 🇺🇸
author keywords: cold-blooded; data fusion; extrapolation; freshwater fishes
MeSH headings : Animals; Climate Change; Fishes / physiology; Temperature; Ecosystem; Cold Temperature
Sources: Web Of Science, ORCID
Added: August 21, 2023

2022 journal article

A Bayesian Approach for Data-Driven Dynamic Equation Discovery

Journal of Agricultural, Biological and Environmental Statistics, 8.

By: J. North*, C. Wikle* & E. Schliep*

co-author countries: United States of America 🇺🇸
author keywords: Dynamic discovery uncertainty quantification; Nonlinear dynamic equation; Ordinary differential equation; Probabilistic system discovery; Statistical differential equations
Sources: Crossref, ORCID
Added: October 18, 2022

2022 journal article

Impact of biopower generation on eastern US forests

Environment, Development and Sustainability, 3.

co-author countries: Sweden 🇸🇪 United States of America 🇺🇸
author keywords: Biopower; Woody biomass; Renewable energy; Forest inventory; Electric power sector
Sources: Crossref, ORCID
Added: October 15, 2022

2021 journal article

Distributed lag models to identify the cumulative effects of training and recovery in athletes using multivariate ordinal wellness data

Journal of Quantitative Analysis in Sports, 17(3), 241–254.

By: E. Schliep*, T. Schafer* & M. Hawkey*

co-author countries: Australia 🇦🇺 United States of America 🇺🇸
author keywords: Bayesian hierarchical model; latent factor models; MCMC; memory; probit regression
Sources: Crossref, ORCID
Added: October 15, 2022

2021 journal article

Long‐term spatial modelling for characteristics of extreme heat events

Journal of the Royal Statistical Society: Series A (Statistics in Society), 184(3), 1070–1092.

By: E. Schliep*, A. Gelfand*, J. Abaurrea*, J. Asín*, M. Beamonte* & A. Cebrián*

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
author keywords: daily maximum temperatures; hierarchical model; Markov chain Monte Carlo; seasonality; thresholds; two-state process
Sources: Crossref, ORCID
Added: October 15, 2022

2021 journal article

Seasonal temperature–moisture interactions limit seedling establishment at upper treeline in the Southern Rockies

Ecosphere, 12(6).

By: S. Bailey*, G. Elliott* & E. Schliep*

co-author countries: United States of America 🇺🇸
author keywords: climate change; Engelmann spruce; hotter drought; Rocky Mountain bristlecone pine; Sangre de Cristo; seedling establishment; southern Rocky Mountains; timberline; treeline; treeline dynamics
Sources: Crossref, ORCID
Added: October 15, 2022

2021 journal article

Spatio-temporal analysis of the extent of an extreme heat event

Stochastic Environmental Research and Risk Assessment, 36(9), 2737–2751.

co-author countries: Spain 🇪🇸 United States of America 🇺🇸
author keywords: Bayesian inference; Block average; Monte Carlo integration; Spatial autoregression; Stochastic integral
Sources: Crossref, ORCID
Added: October 15, 2022

2020 journal article

Data fusion model for speciated nitrogen to identify environmental drivers and improve estimation of nitrogen in lakes

The Annals of Applied Statistics, 14(4).

By: E. Schliep*, S. Collins, S. Rojas-Salazar, N. Lottig & E. Stanley

author keywords: Bayesian hierarchical model; detection limits; LAGOS; multivariate; Markov chain Monte Carlo
Sources: Crossref, ORCID
Added: October 15, 2022

2020 journal article

Ecological prediction at macroscales using big data: Does sampling design matter?

Ecological Applications, 30(6).

co-author countries: Canada 🇨🇦 United States of America 🇺🇸
author keywords: data-intensive ecology; ecological context; extrapolation; interpolation; lakes; macroscale; monitoring; prediction; sampling; sampling design
MeSH headings : Ecosystem; Lakes
Sources: Crossref, ORCID
Added: October 18, 2022

2020 journal article

Improved understanding and prediction of freshwater fish communities through the use of joint species distribution models

Canadian Journal of Fisheries and Aquatic Sciences, 77(9), 1540–1551.

By: T. Wagner*, G. Hansen*, E. Schliep*, B. Bethke*, A. Honsey*, P. Jacobson*, B. Kline*, S. White*

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: October 18, 2022

2020 journal article

On the spatial and temporal shift in the archetypal seasonal temperature cycle as driven by annual and semi‐annual harmonics

Environmetrics, 32(6).

By: J. North*, E. Schliep* & C. Wikle*

co-author countries: United States of America 🇺🇸
author keywords: dynamic system modeling; North American temperature cycle; predictive process; spatial synchrony; spatiotemporal statistics
Sources: Crossref, ORCID
Added: October 18, 2022

2019 journal article

Comparison of total nitrogen data from direct and Kjeldahl‐based approaches in integrated data sets

Limnology and Oceanography: Methods, 17(12), 639–649.

By: E. Stanley*, S. Rojas‐Salazar*, N. Lottig, E. Schliep*, C. Filstrup* & S. Collins*

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: October 18, 2022

2019 journal article

Identifying and characterizing extrapolation in multivariate response data

PLOS ONE, 14(12), e0225715.

By: M. Bartley*, E. Hanks*, E. Schliep*, P. Soranno* & T. Wagner*

co-author countries: United States of America 🇺🇸

Ed(s): B. Daniels

MeSH headings : Chlorophyll A / analysis; Geography; Lakes / chemistry; Linear Models; Models, Statistical; Multivariate Analysis; Nitrogen / analysis; Phosphorus / analysis; Statistics as Topic
Sources: Crossref, ORCID
Added: October 18, 2022

2019 journal article

Increasing accuracy of lake nutrient predictions in thousands of lakes by leveraging water clarity data

Limnology and Oceanography Letters, 5(2), 228–235.

co-author countries: Canada 🇨🇦 United States of America 🇺🇸
Sources: Crossref, ORCID
Added: October 18, 2022

2019 journal article

Is body appreciation a mechanism of depression and anxiety? An investigation of the 3-Dimensional Body Appreciation Mapping (3D-BAM) intervention

Mental Health & Prevention, 14, 200158.

By: V. Ramseyer Winter*, A. Landor*, M. Teti*, K. Morris*, E. Schliep*, D. Pevehouse-Pfeiffer*, E. Pekarek*

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: October 15, 2022

2019 journal article

Velocities for spatio-temporal point patterns

Spatial Statistics, 29, 204–225.

By: E. Schliep* & A. Gelfand*

co-author countries: United States of America 🇺🇸
author keywords: Crime data; Directional derivative processes; Intensity surface; Log Gaussian Cox process; Markov chain Monte Carlo; Nearest neighbor Gaussian process
Sources: Crossref, ORCID
Added: October 18, 2022

2018 journal article

Assessing the joint behaviour of species traits as filtered by environment

Methods in Ecology and Evolution, 9(3), 716–727.

co-author countries: United States of America 🇺🇸

Ed(s): P. Peres‐Neto

author keywords: community-weighting; fourth-corner problem; functional biogeography; latent variables; Markov chain Monte Carlo; plant functional traits; predictive distributions
Sources: Crossref, ORCID
Added: October 15, 2022

2018 journal article

Asymmetric biotic interactions and abiotic niche differences revealed by a dynamic joint species distribution model

Ecology, 99(5), 1018–1023.

co-author countries: United States of America 🇺🇸
author keywords: Adelges tsugae; Fiorinia externa; invasive species; spatiotemporal species distribution model; species interactions; Tsuga canadensis
MeSH headings : Animals; Hemiptera; Insecta; Tsuga
Sources: Crossref, ORCID
Added: October 15, 2022

2018 book

Bayesian Inference and Computing for Spatial Point Patterns

In NSF-CBMS Regional Conference Series in Probability and Statistics.

By: A. Gelfand & E. Schliep*

Sources: Crossref, ORCID
Added: October 18, 2022

2018 journal article

Combining nutrient, productivity, and landscape‐based regressions improves predictions of lake nutrients and provides insight into nutrient coupling at macroscales

Limnology and Oceanography, 63(6), 2372–2383.

By: T. Wagner* & E. Schliep*

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: October 18, 2022

2018 journal article

Comments on: Process modeling for slope and aspect with application to elevation data maps

TEST, 27(4), 778–782.

By: E. Schliep*

co-author countries: United States of America 🇺🇸
author keywords: Gradient processes; Dimension reduction; Nearest neighbor Gaussian processes; Spatial confounding
Sources: Crossref, ORCID
Added: October 18, 2022

2018 report

Disturbance and Vegetation Dynamics in Earth System Models: Workshop Report

By: J. Clark*, L. Kueppers*, D. Stover*, P. Wyckoff* & E. Schliep

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: October 15, 2022

2018 journal article

Joint Temporal Point Pattern Models for Proximate Species Occurrence in a Fixed Area Using Camera Trap Data

Journal of Agricultural, Biological and Environmental Statistics, 23(3), 334–357.

By: E. Schliep*, A. Gelfand*, J. Clark* & R. Kays n

co-author countries: United States of America 🇺🇸
author keywords: Circular time; Fourier series representation; Hierarchical model; Linear time; Multivariate log-Gaussian Cox process; Nonhomogeneous Poisson process
Sources: Crossref, ORCID, Web Of Science
Added: October 19, 2018

2018 journal article

Joint species distribution modelling for spatio‐temporal occurrence and ordinal abundance data

Global Ecology and Biogeography, 27(1), 142–155.

By: E. Schliep*, N. Lany*, P. Zarnetske*, R. Schaeffer*, C. Orians*, D. Orwig*, E. Preisser*, A. Guisan

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: October 15, 2022

2017 journal article

Alternating Gaussian process modulated renewal processes for modeling threshold exceedances and durations

Stochastic Environmental Research and Risk Assessment, 32(2), 401–417.

By: E. Schliep*, A. Gelfand* & D. Holland*

co-author countries: United States of America 🇺🇸
author keywords: Cumulative risk; Hazard; Log Gaussian process; Markov chain Monte Carlo; Nearest neighbor Gaussian process; Representative points; Stochastic integration
Sources: Crossref, ORCID
Added: October 18, 2022

2017 journal article

Biomass prediction using a density-dependent diameter distribution model

The Annals of Applied Statistics, 11(1).

By: E. Schliep*, A. Gelfand, J. Clark & B. Tomasek

Sources: Crossref, ORCID
Added: October 18, 2022

2017 journal article

Joint Species Distribution Modeling: Dimension Reduction Using Dirichlet Processes

Bayesian Analysis, 12(4).

By: D. Taylor-Rodríguez, K. Kaufeld, E. Schliep*, J. Clark & A. Gelfand

author keywords: abundance; hierarchical model; latent variables; Markov chain Monte Carlo; presence-absence
Sources: Crossref, ORCID
Added: October 18, 2022

2016 journal article

Spatial statistics and Gaussian processes: A beautiful marriage

Spatial Statistics, 18, 86–104.

By: A. Gelfand* & E. Schliep*

co-author countries: United States of America 🇺🇸
author keywords: Data fusion; Directional data; Hierarchical model; Multivariate processes; Spatial Dirichlet processes; Spatial gradients
Sources: Crossref, ORCID
Added: October 18, 2022

2015 journal article

A data fusion approach for spatial analysis of speciated PM2.5across time

Environmetrics, 26(8), 515–525.

co-author countries: United States of America 🇺🇸
author keywords: downscaling; latent process; Markov chain Monte Carlo; multi-level model; tobit (truncated) Gaussian process
Sources: Crossref, ORCID
Added: October 15, 2022

2015 journal article

Autoregressive spatially varying coefficients model for predicting daily PM<sub>2.5</sub> using VIIRS satellite AOT

Advances in Statistical Climatology, Meteorology and Oceanography, 1(1), 59–74.

By: E. Schliep*, A. Gelfand* & D. Holland*

co-author countries: United States of America 🇺🇸
Sources: Crossref, ORCID
Added: October 15, 2022

2015 journal article

Data augmentation and parameter expansion for independent or spatially correlated ordinal data

Computational Statistics & Data Analysis, 90, 1–14.

By: E. Schliep* & J. Hoeting*

co-author countries: United States of America 🇺🇸
author keywords: Data augmentation; Parameter expansion; Ordinal data; Probit model; Spatial correlation
Sources: Crossref, ORCID
Added: October 18, 2022

2015 journal article

Modeling change in forest biomass across the eastern US

Environmental and Ecological Statistics, 23(1), 23–41.

By: E. Schliep*, A. Gelfand*, J. Clark* & K. Zhu*

co-author countries: United States of America 🇺🇸
author keywords: Allometric equations; Bayesian hierarchical model; Cumulative uncertainty; Forest biomass
Sources: Crossref, ORCID
Added: October 18, 2022

2015 journal article

Restricted spatial regression in practice: geostatistical models, confounding, and robustness under model misspecification

Environmetrics, 26(4), 243–254.

By: E. Hanks*, E. Schliep*, M. Hooten* & J. Hoeting*

co-author countries: United States of America 🇺🇸
author keywords: generalized linear mixed model; spatial confounding; random effects; restricted regression
Sources: Crossref, ORCID
Added: October 18, 2022

2015 journal article

Stochastic Modeling for Velocity of Climate Change

Journal of Agricultural, Biological, and Environmental Statistics, 20(3), 323–342.

By: E. Schliep*, A. Gelfand* & J. Clark*

co-author countries: United States of America 🇺🇸
author keywords: Climate velocity; Directional derivatives; Gaussian spatial processes
Sources: Crossref, ORCID
Added: October 18, 2022

2014 journal article

Modeling individual tree growth by fusing diameter tape and increment core data

Environmetrics, 25(8), 610–620.

By: E. Schliep*, T. Dong*, A. Gelfand* & F. Li*

co-author countries: United States of America 🇺🇸
author keywords: continuous rank probability score; data fusion; Gaussian process; hierarchical Bayesian model; latent process; Markov chain Monte Carlo
Sources: Crossref, ORCID
Added: October 18, 2022

2013 journal article

Multilevel Latent Gaussian Process Model for Mixed Discrete and Continuous Multivariate Response Data

Journal of Agricultural, Biological, and Environmental Statistics, 18(4), 492–513.

By: E. Schliep* & J. Hoeting*

co-author countries: United States of America 🇺🇸
author keywords: Mixed response data; Latent variable; Wetland condition; Bayesian
Sources: Crossref, ORCID
Added: October 18, 2022

2013 journal article

The Distribution of European Corn Borer (Lepidoptera: Crambidae) Moths in Pivot-Irrigated Corn

Journal of Economic Entomology, 106(5), 2084–2092.

By: S. Merrill, S. Walter, F. Peairs & E. Schleip

author keywords: Ostrinia nubilalis; spatial; pheromone; predictive model; distribution
MeSH headings : Agriculture / methods; Animal Distribution; Animals; Colorado; Desert Climate; Male; Moths / physiology; Pest Control, Biological; Pheromones / pharmacology; Zea mays / growth & development
Sources: Crossref, ORCID
Added: October 15, 2022

2010 journal article

A comparison study of extreme precipitation from six different regional climate models via spatial hierarchical modeling

Extremes, 13(2), 219–239.

By: E. Schliep*, D. Cooley*, S. Sain* & J. Hoeting*

co-author countries: United States of America 🇺🇸
author keywords: Generalized extreme value distribution; Climate change impacts; Intrinsic autoregressive model; NARCCAP; Reanalysis-driven simulations
Sources: Crossref, ORCID
Added: October 15, 2022