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Shape constrained additive models

https://doi.org/10.1007/s11222-013-9448-7

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/9781118445112.stat03141openalex-snapshot

Generalized Additive Models

inferredcites →https://doi.org/10.1002/cjs.10094openalex-snapshot

Testing the monotonicity or convexity of a function using regression splines

inferredcites →https://doi.org/10.1002/cjs.10137openalex-snapshot

Constrained penalized splines

inferredcites →https://doi.org/10.1002/sim.1306openalex-snapshot

Generalized monotonic regression using random change points

inferredcites →https://doi.org/10.1007/978-1-4612-1694-0_15openalex-snapshot

Information Theory and an Extension of the Maximum Likelihood Principle

inferredcites →https://doi.org/10.1007/978-1-4612-6333-3openalex-snapshot

A Practical Guide to Splines

inferredcites →https://doi.org/10.1007/bf01404567openalex-snapshot

Smoothing noisy data with spline functions

inferredcites →https://doi.org/10.1007/bf01437407openalex-snapshot

Smoothing noisy data with spline functions

inferredcites →https://doi.org/10.1038/bjc.1996.122openalex-snapshot

Cancer incidence near municipal solid waste incinerators in Great Britain

inferredcites →https://doi.org/10.1046/j.1369-7412.2003.05316.xopenalex-snapshot

Smoothing Spline Gaussian Regression: More Scalable Computation via Efficient Approximation

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Inequality-Constrained Multivariate Smoothing Splines with Application to the Estimation of Posterior Probabilities

inferredcites →https://doi.org/10.1080/01621459.1988.10478711openalex-snapshot

Bayesian Confidence Intervals for Smoothing Splines

inferredcites →https://doi.org/10.1080/01621459.1998.10473717openalex-snapshot

Monotone B -Spline Smoothing

inferredcites →https://doi.org/10.1080/02664760801920960openalex-snapshot

Monotone fitting for developmental variables

inferredcites →https://doi.org/10.1080/10485250410001681167openalex-snapshot

A simple and efficient monotone smoother using smoothing splines

inferredcites →https://doi.org/10.1080/10629360600851974openalex-snapshot

Modelling correlated count data with covariates

inferredcites →https://doi.org/10.1093/biomet/asn010openalex-snapshot

On the asymptotics of penalized splines

inferredcites →https://doi.org/10.1093/biomet/asp035openalex-snapshot

Asymptotic properties of penalized spline estimators

inferredcites →https://doi.org/10.1093/biomet/asq081openalex-snapshot

Data-driven selection of the spline dimension in penalized spline regression

inferredcites →https://doi.org/10.1111/1541-0420.00035openalex-snapshot

Bayesian Inference on Order‐Constrained Parameters in Generalized Linear Models

inferredcites →https://doi.org/10.1111/j.1467-842x.2006.00450.xopenalex-snapshot

ON CONFIDENCE INTERVALS FOR GENERALIZED ADDITIVE MODELS BASED ON PENALIZED REGRESSION SPLINES

inferredcites →https://doi.org/10.1111/j.1467-9469.2011.00760.xopenalex-snapshot

Coverage Properties of Confidence Intervals for Generalized Additive Model Components

inferredcites →https://doi.org/10.1111/j.1467-9868.2007.00646.xopenalex-snapshot

Fast Stable Direct Fitting and Smoothness Selection for Generalized Additive Models

inferredcites →https://doi.org/10.1111/j.1467-9868.2008.00691.xopenalex-snapshot

Some Asymptotic Results on Generalized Penalized Spline Smoothing

inferredcites →https://doi.org/10.1111/j.1467-9868.2010.00749.xopenalex-snapshot

Fast Stable Restricted Maximum Likelihood and Marginal Likelihood Estimation of Semiparametric Generalized Linear Models

inferredcites →https://doi.org/10.1111/j.2517-6161.1983.tb01239.xopenalex-snapshot

Bayesian “Confidence Intervals” for the Cross-Validated Smoothing Spline

inferredcites →https://doi.org/10.1111/j.2517-6161.1985.tb01327.xopenalex-snapshot

Some Aspects of the Spline Smoothing Approach to Non-Parametric Regression Curve Fitting

inferredcites →https://doi.org/10.1137/0717021openalex-snapshot

Monotone Piecewise Cubic Interpolation

inferredcites →https://doi.org/10.1137/0915069openalex-snapshot

Monotonic Smoothing Splines Fitted by Cross Validation

inferredcites →https://doi.org/10.1198/016214504000000980openalex-snapshot

Stable and Efficient Multiple Smoothing Parameter Estimation for Generalized Additive Models

inferredcites →https://doi.org/10.1198/016214504000001457openalex-snapshot

Bayesian Semiparametric Isotonic Regression for Count Data

inferredcites →https://doi.org/10.1198/073500107000000223openalex-snapshot

Monotonic Regression Based on Bayesian P–Splines

inferredcites →https://doi.org/10.1198/106186002853openalex-snapshot

Selecting the Number of Knots for Penalized Splines

inferredcites →https://doi.org/10.1198/1061860043010openalex-snapshot

Bayesian P-Splines

inferredcites →https://doi.org/10.1201/9781420010404openalex-snapshot

Generalized Additive Models

inferredcites →https://doi.org/10.1214/08-aoas167openalex-snapshot

Inference using shape-restricted regression splines

inferredcites →https://doi.org/10.1214/aos/1015956708openalex-snapshot

On the degrees of freedom in shape-restricted regression

inferredcites →https://doi.org/10.1214/ss/1038425655openalex-snapshot

Flexible smoothing with B-splines and penalties

inferredcites →https://doi.org/10.1214/ss/1177012761openalex-snapshot

Monotone Regression Splines in Action

inferredcites →https://doi.org/10.1348/000711005x84293openalex-snapshot

Simple and multiple P‐splines regression with shape constraints

inferredcites →https://doi.org/10.1890/0012-9615(2001)071[0001:psem]2.0.co;2openalex-snapshot

PARTIALLY SPECIFIED ECOLOGICAL MODELS

inferredcites →https://doi.org/10.2307/2290538openalex-snapshot

Generalized Additive Models.

inferredcites →https://doi.org/10.2307/2532174openalex-snapshot

Generalized Additive Models.

inferredcites →https://doi.org/10.2307/2532449openalex-snapshot

Monotone Smoothing with Application to Dose-Response Curves and the Assessment of Synergism

inferredcites →https://doi.org/10.5282/ubm/epub.1709openalex-snapshot

Monotonic regression based on Bayesian P-splines: an application to estimating price response functions from store-level scanner data

inferredcites →https://doi.org/10.56021/9781421407944openalex-snapshot

Matrix Computations

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inferred← citeshttps://doi.org/10.1038/s41467-024-53415-xopenalex-snapshot

Estimating the optimal age for infant measles vaccination

inferred← citeshttps://doi.org/10.1038/s41467-024-54572-9openalex-snapshot

Soil carbon in the world’s tidal marshes

inferred← citeshttps://doi.org/10.1038/s41586-020-2126-yopenalex-snapshot

Tracking of marine predators to protect Southern Ocean ecosystems

inferred← citeshttps://doi.org/10.1038/s41587-019-0071-9openalex-snapshot

A comparison of single-cell trajectory inference methods

inferred← citeshttps://doi.org/10.1038/s41592-026-03243-2openalex-snapshot

Times are changing but order matters: transferable prediction of small-molecule liquid chromatography retention times

inferred← citeshttps://doi.org/10.1038/s41598-021-01700-wopenalex-snapshot

Winter distribution of juvenile and sub-adult male Antarctic fur seals (Arctocephalus gazella) along the western Antarctic Peninsula

inferred← citeshttps://doi.org/10.1038/s41598-021-95302-1openalex-snapshot

The implications of lag times between nitrate leaching losses and riverine loads for water quality policy

inferred← citeshttps://doi.org/10.1038/s41598-021-95323-wopenalex-snapshot

Eristalis flower flies can be mechanical vectors of the common trypanosome bee parasite, Crithidia bombi

inferred← citeshttps://doi.org/10.1038/s41598-022-05837-0openalex-snapshot

Normalization of clonal diversity in gene therapy studies using shape constrained splines

inferred← citeshttps://doi.org/10.1038/s41893-020-00631-0openalex-snapshot

The global divide in data-driven farming

inferred← citeshttps://doi.org/10.1038/s42003-025-07938-8openalex-snapshot

A realistic FastQ-based framework FastQDesign for ScRNA-seq study design issues

inferred← citeshttps://doi.org/10.1057/s41272-024-00478-6openalex-snapshot

Modeling price-sensitive demand in turbulent times: an application to continuous pricing

inferred← citeshttps://doi.org/10.1063/5.0065722openalex-snapshot

Development and optimization of a spline-based Hugoniot for unreacted equations of state

inferred← citeshttps://doi.org/10.1071/wf25278openalex-snapshot

Wildfire danger assessment and forecast through fire spread simulations

inferred← citeshttps://doi.org/10.1073/pnas.2413715122openalex-snapshot

Emergence of activation or repression in transcriptional control under a fixed molecular context

inferred← citeshttps://doi.org/10.1080/00401706.2020.1731604openalex-snapshot

Constrained Varying-Coefficient Model for Time-Course Experiments in Soft Tissue Fabrication

inferred← citeshttps://doi.org/10.1080/00401706.2023.2224524openalex-snapshot

Bayesian Modeling and Inference for One-Shot Experiments

inferred← citeshttps://doi.org/10.1080/01621459.2019.1593178openalex-snapshot

Copula Link-Based Additive Models for Right-Censored Event Time Data

inferred← citeshttps://doi.org/10.1080/01621459.2023.2191820openalex-snapshot

Bayesian Conditional Transformation Models

inferred← citeshttps://doi.org/10.1080/01621459.2026.2620145openalex-snapshot

Totally Concave Regression

inferred← citeshttps://doi.org/10.1080/08982112.2025.2567562openalex-snapshot

COVID vaccine data quality, cleaning, and management

inferred← citeshttps://doi.org/10.1080/10485252.2021.2014834openalex-snapshot

Estimation and inference for partial linear regression surfaces using monotone warped-plane splines

inferred← citeshttps://doi.org/10.1080/10618600.2020.1724544openalex-snapshot

Generalized Link-Based Additive Survival Models with Informative Censoring

inferred← citeshttps://doi.org/10.1080/10618600.2020.1868303openalex-snapshot

Trimmed Constrained Mixed Effects Models: Formulations and Algorithms

inferred← citeshttps://doi.org/10.1080/10618600.2025.2507428openalex-snapshot

Semiparametric Weighted Spline Regression (SWSR) in Confirmatory Clinical Trials with Time-Varying Placebo Effects

inferred← citeshttps://doi.org/10.1080/1351847x.2026.2699983openalex-snapshot

Shapley in context: explaining financial language with domain expertize

inferred← citeshttps://doi.org/10.1080/1540496x.2018.1437542openalex-snapshot

The Impact of Public Expenditure and International Trade on Agricultural Productivity in China

inferred← citeshttps://doi.org/10.1086/691779openalex-snapshot

Unexpected Nongenetic Individual Heterogeneity and Trait Covariance in Daphnia and Its Consequences for Ecological and Evolutionary Dynamics

inferred← citeshttps://doi.org/10.1088/1748-9326/ac13f1openalex-snapshot

Reducing CO2emissions by targeting the world’s hyper-polluting power plants*

inferred← citeshttps://doi.org/10.1088/2631-8695/ae7d09openalex-snapshot

A mineralogy-driven machine learning framework for optimizing LC 3 -based 3D-printed cementitious composites with an integrated, end-to-end python-based design tool

inferred← citeshttps://doi.org/10.1093/bioinformatics/btac268openalex-snapshot

spicyR: spatial analysis of in situ cytometry data in R

inferred← citeshttps://doi.org/10.1093/bioinformatics/bty616openalex-snapshot

Comparative Network Reconstruction using mixed integer programming

inferred← citeshttps://doi.org/10.1093/biomtc/ujae098openalex-snapshot

Semi-parametric benchmark dose analysis with monotone additive models

inferred← citeshttps://doi.org/10.1093/biostatistics/kxac023openalex-snapshot

Constrained groupwise additive index models

inferred← citeshttps://doi.org/10.1093/biostatistics/kxae019openalex-snapshot

A marginal structural model for normal tissue complication probability

inferred← citeshttps://doi.org/10.1093/biostatistics/kxy024openalex-snapshot

A Bayesian space–time model for clustering areal units based on their disease trends

inferred← citeshttps://doi.org/10.1093/biostatistics/kxz068openalex-snapshot

Estimating disease onset from change points of markers measured with error

inferred← citeshttps://doi.org/10.1093/evolut/qpaf138openalex-snapshot

Signatures of selective sweeps in urban and rural white clover populations

inferred← citeshttps://doi.org/10.1093/genetics/iyab124openalex-snapshot

QTL mapping in outbred tetraploid (and diploid) diallel populations

inferred← citeshttps://doi.org/10.1093/genetics/iyae190openalex-snapshot

The recombination landscape of the barn owl, from families to populations

inferred← citeshttps://doi.org/10.1093/icesjms/fsaf073openalex-snapshot

Multi-model approach for statistical downscaling and bias correction of Earth system model outputs for marine ecosystem impact applications

inferred← citeshttps://doi.org/10.1093/llc/fqad097openalex-snapshot

The internal structure of medieval Latin legendaries: a computational analysis

inferred← citeshttps://doi.org/10.1093/molbev/msab073openalex-snapshot

Asexual Experimental Evolution of Yeast Does Not Curtail Transposable Elements

inferred← citeshttps://doi.org/10.1093/nar/gkag306openalex-snapshot

Shape-constrained, changepoint additive models for time series omics data with cpam

inferred← citeshttps://doi.org/10.1093/ornithapp/duab038openalex-snapshot

Distribution models using semi-structured community science data outperform unstructured-data models for a data-poor species, the Plain Tyrannulet

inferred← citeshttps://doi.org/10.1093/plphys/kiae203openalex-snapshot

Multimodal imaging analysis in silver fir reveals coordination in cellulose and lignin deposition

inferred← citeshttps://doi.org/10.1093/treephys/tpae044openalex-snapshot

Water status dynamics and drought tolerance of juvenile European beech, Douglas fir and Norway spruce trees as dependent on neighborhood and nitrogen supply

inferred← citeshttps://doi.org/10.1093/treephys/tpag106openalex-snapshot

Near-synchronous xylem width increase and biomass production in European beech revealed by X-ray micro-computed tomography

inferred← citeshttps://doi.org/10.1101/2019.12.17.880328openalex-snapshot

Xi rhythms: decoding neural oscillations to create full-brain high-resolution spectra parametric mapping

inferred← citeshttps://doi.org/10.1101/2021.10.28.466072openalex-snapshot

Alu-mediated weak CEBPA binding and slow B cell transdifferentiation in human

inferred← citeshttps://doi.org/10.1101/2023.03.01.530609openalex-snapshot

Combining high-resolution imaging, deep learning, and dynamic modelling to separate disease and senescence in wheat canopies

inferred← citeshttps://doi.org/10.1101/2023.07.13.548803openalex-snapshot

Applying Hierarchical Generalized Additive Models to Non-Compartmental Analysis of Pharmacokinetic Data

inferred← citeshttps://doi.org/10.1101/2023.12.03.569765openalex-snapshot

ξ-π : a nonparametric model for neural power spectra decomposition

inferred← citeshttps://doi.org/10.1101/2024.10.07.616969openalex-snapshot

Predicting near-future deforestation in West African Key Biodiversity Areas to inform conservation urgency

inferred← citeshttps://doi.org/10.1101/324897openalex-snapshot

zetadiv : an R package for computing compositional change across multiple sites, assemblages or cases

inferred← citeshttps://doi.org/10.1101/401653openalex-snapshot

Quantifying the impact of dengue containment activities using high-resolution observational data

inferred← citeshttps://doi.org/10.1101/458083openalex-snapshot

A complete Cannabis chromosome assembly and adaptive admixture for elevated cannabidiol (CBD) content

inferred← citeshttps://doi.org/10.1109/jbhi.2024.3364499openalex-snapshot

$\bm{\xi}$-$\bm{\pi}$: A Nonparametric Model for Neural Power Spectra Decomposition

inferred← citeshttps://doi.org/10.1109/tcss.2022.3149000openalex-snapshot

Two-Stage Auction Mechanism for Long-Term Participation in Crowdsourcing

inferred← citeshttps://doi.org/10.1109/tkde.2025.3617386openalex-snapshot

Approximately Unimodal Likelihood Models for Ordinal Regression

inferred← citeshttps://doi.org/10.1109/tr.2024.3505077openalex-snapshot

Generalized Functional Mixed Models for Accelerated Degradation-Based Reliability Analysis

inferred← citeshttps://doi.org/10.1111/1365-2656.13687openalex-snapshot

Energy‐based step selection analysis: Modelling the energetic drivers of animal movement and habitat use

inferred← citeshttps://doi.org/10.1111/1365-2664.70589openalex-snapshot

Collision with linear infrastructures reduces survival of a long‐lived migratory bird

inferred← citeshttps://doi.org/10.1111/2041-210x.12710openalex-snapshot

Characterising uncertainty in generalised dissimilarity models

inferred← citeshttps://doi.org/10.1111/2041-210x.12756openalex-snapshot

Multi‐site generalised dissimilarity modelling: using zeta diversity to differentiate drivers of turnover in rare and widespread species

inferred← citeshttps://doi.org/10.1111/2041-210x.14057openalex-snapshot

Assimilating ecological theory with empiricism: Using constrained generalized additive models to enhance survival analyses

inferred← citeshttps://doi.org/10.1111/2041-210x.14498openalex-snapshot

Bayesian views of generalized additive modelling

inferred← citeshttps://doi.org/10.1111/2041-210x.70390openalex-snapshot

Flexible unimodal density estimation in hidden Markov models

inferred← citeshttps://doi.org/10.1111/biom.13114openalex-snapshot

Robust Spatial Extent Inference With a Semiparametric Bootstrap Joint Inference Procedure

inferred← citeshttps://doi.org/10.1111/biom.13528openalex-snapshot

A semiparametric isotonic regression model for skewed distributions with application to DNA–RNA–protein analysis

inferred← citeshttps://doi.org/10.1111/bmsp.12195openalex-snapshot

Modelling monotonic effects of ordinal predictors in Bayesian regression models

inferred← citeshttps://doi.org/10.1111/ddi.13271openalex-snapshot

Analytical guidelines to increase the value of community science data: An example using eBird data to estimate species distributions

inferred← citeshttps://doi.org/10.1111/desc.70115openalex-snapshot

Explaining the Comprehension–Production Vocabulary Gap Through Neural Networks and Cross‐Syndrome Evidence: Insights From Williams Syndrome

inferred← citeshttps://doi.org/10.1111/ecog.05610openalex-snapshot

Amphibian diversity in the Amazonian floating meadows: a Hanski core‐satellite species system

inferred← citeshttps://doi.org/10.1111/ejss.13560openalex-snapshot

A high‐frequency greenhouse gas flux analysis tool: Insights from automated non‐steady‐state transparent soil chambers

inferred← citeshttps://doi.org/10.1111/faf.70061openalex-snapshot

Navigating Future Waters: The Resilience of the Atlantic Bluefin Tuna Under Climate Change

inferred← citeshttps://doi.org/10.1111/fme.12629openalex-snapshot

Adding to the mix – Challenges of mixed‐fisheries management in the North Sea under climate change and technical interactions

inferred← citeshttps://doi.org/10.1111/gcb.17191openalex-snapshot

Future climate‐induced distribution shifts in a sexually dimorphic key predator of the Southern Ocean

inferred← citeshttps://doi.org/10.1111/geb.13070openalex-snapshot

Calibration of probability predictions from machine‐learning and statistical models

inferred← citeshttps://doi.org/10.1111/geb.70104openalex-snapshot

Characterising Migratory Bird Assemblages in Understudied Regions by Integrating Radar and Citizen Science Data

inferred← citeshttps://doi.org/10.1111/jfb.70579openalex-snapshot

Modelling length‐at‐age relationships in fish: A simpler and more flexible alternative to the ‘typical’ von Bertalanffy and other common growth models

inferred← citeshttps://doi.org/10.1111/jors.70065openalex-snapshot

The Cost of Convenience: A Hedonic Approach to Travel Time Valuation and Cost‐Benefit Analysis

inferred← citeshttps://doi.org/10.1111/mms.12205openalex-snapshot

Inferring trackline detection probabilities, g(0), for cetaceans from apparent densities in different survey conditions

inferred← citeshttps://doi.org/10.1111/nph.16146openalex-snapshot

Water potential control of turgor‐driven tracheid enlargement in Scots pine at its xeric distribution edge

inferred← citeshttps://doi.org/10.1111/nph.16456openalex-snapshot

Temperature and water potential co‐limit stem cambial activity along a steep elevational gradient

inferred← citeshttps://doi.org/10.1111/nph.17243openalex-snapshot

A new Cannabis genome assembly associates elevated cannabidiol (CBD) with hemp introgressed into marijuana

inferred← citeshttps://doi.org/10.1111/nph.17869openalex-snapshot

Cutting tree rings into time slices: how intra‐annual dynamics of wood formation help decipher the space‐for‐time conversion

showing the first 200 of 309

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