Why is "Quantile regression" trending?
Latest news, Wikipedia summary, and trend analysis.
Trend Analysis
- Ranking position: #
- Date: 2026-04-21 21:15:06
This topic has appeared in the trending rankings 1 time(s) in the past year. While it does not trend frequently, its appearance suggests a renewed or concentrated surge of public interest.
Based on Wikipedia pageviews and search interest, this topic gained significant attention on the selected date.
Trend Insight
Quantile_regression entered the ranking for the first time today at position #. This is its highest position ever recorded.
Trend History
This topic has appeared in the English Wikipedia rankings 1 time. It first appeared on 2026-04-21 and was most recently seen on 2026-04-21.
Wikipedia Overview
Quantile regression is a type of regression analysis used in statistics and econometrics. Whereas the method of least squares estimates the conditional mean of the response variable across values of the predictor variables, quantile regression estimates the conditional median of the response variable. There is also a method for predicting the conditional geometric mean of the response variable,. Quantile regression is an extension of linear regression used when the conditions of linear regression are not met. It was introduced by Roger Koenker in 1978. As a complementary and extended approach to the least squares method, quantile regression addresses the limitations of least squares method in the presence of heteroscedasticity and ensures the robustness of quantile regression through its robustness to outliers, which compensates for the weakness of least squares method in dealing with outlier data.
Read more on Wikipedia →Related Topics
Trending Topic Today
Search Interest Perspective
-
Nonparametric quantile regression captures regional variability and scaling deviations in Atlantic surfclam length–weight relationships | Scientific Reports - Nature
-
A Review of Recent Advances in High‐Dimensional Quantile Regression - Qiu - 2026 - WIREs Computational Statistics - Wiley Interdisciplinary Reviews
-
Quantile Regression: EPT Taxa Richness vs. Percent Sands and Fines for Minnesota Streams - U.S. Environmental Protection Agency (.gov)
-
A High-Resolution Forest Soil Organic Carbon Dataset for China Derived from an Enhanced Quantile Regression Forest Model - Nature
-
A quantile regression forest estimate of Greenland’s subglacial topography - Cambridge University Press & Assessment
-
Combining probability and non-probability samples using semi-parametric quantile regression and a nonparametric estimator of the participation probability - Wiley Online Library
-
Quantile-Regression-Ensemble: A Deep Learning Algorithm for Downscaling Extreme Precipitation - The Association for the Advancement of Artificial Intelligence
-
Squashing the Average: A Dive into Penalized Quantile Regression for Python - Towards Data Science
-
Quantifying mean, variability, and uncertainty in indoor radon exposure in Pennsylvania using random forest and quantile regression forest models | Scientific Reports - Nature
-
Integrating quantile regression with ARIMA and ANN for interpretable and accurate PM2.5 forecasting in Hat Yai, Thailand - Nature
-
Enhanced three-dimensional mapping of soil texture components using quantile regression forest and spline techniques in Jiangsu Province, China - Nature
-
Asymmetric effects of heating and cooling degree days on carbon dioxide emissions in Germany using cross quantile regression | Scientific Reports - Nature
-
Evaluating the impact of subsurface hydraulic barriers on Qanat flow rates using quantile regression forest - Nature
-
South Asian cross-country impact analysis of macro-economic factors on unemployment: a quantile regression approach - Nature
-
Determinants of chronic malnutrition among under-five children in Ethiopia using simultaneous quantile regression - Nature
-
Exploring CO2 emission dynamics in relation to energy security, expenditure and policy uncertainty using Quantile-on-Quantile regression: case study from USA | Scientific Reports - Nature
-
Financial technology and banking performance in developing countries: evidence from an advanced quantile regression approach - Nature
-
Genome-wide discovery for biomarkers using quantile regression at biobank scale - Nature
-
Comparing quantile regression methods for probabilistic forecasting of NO2 pollution levels | Scientific Reports - Nature
-
Quantile regression for exposure data with repeated measures in the presence of non-detects - Nature
-
Batch effects removal for microbiome data via conditional quantile regression - Nature
-
Non-parametric quantile regression-based modelling of additive effects to solar irradiation in Southern Africa - Nature
-
The comparison of censored quantile regression methods in prognosis factors of breast cancer survival - Nature
-
Properties, quantile regression, and application of bounded exponentiated Weibull distribution to COVID-19 data of mortality and survival rates - Nature
-
Population size in QTL detection using quantile regression in genome-wide association studies - Nature
-
Quantile regression for censored data in haematopoietic cell transplant research - Nature
-
Penalized weighted smoothed quantile regression for high‐dimensional longitudinal data - Wiley Online Library
-
A Grouped GEE Framework for Quantile Regression in Heterogeneous Longitudinal Data Analysis - Wiley Online Library
-
Quantile regression analysis reveals widespread evidence for gene-environment or gene-gene interactions in myopia development - Nature
-
Using quantile regression and relative entropy to assess the period of anomalous behavior of marine mammals following tagging - Nielsen - 2023 - Ecology and Evolution - Wiley Online Library
-
The relationship between fiscal federalism and fiscal discipline: panel quantile regression approach - Nature
-
Exploring the pathway to carbon neutrality in China based on a dynamic spatial Durbin quantile regression model - Nature
-
NUCLEAR NORM REGULARIZED QUANTILE REGRESSION WITH INTERACTIVE FIXED EFFECTS - Cambridge University Press & Assessment
-
From regression rank scores to robust inference for censored quantile regression - Wiley Online Library
-
IDENTIFICATION AND INFERENCE IN A QUANTILE REGRESSION DISCONTINUITY DESIGN UNDER RANK SIMILARITY WITH COVARIATES - Cambridge University Press & Assessment
-
Short-term interval prediction of PV power based on quantile regression-stacking model and tree-structured parzen estimator optimization algorithm - Frontiers
-
Effective gestational weight gain advice to optimize infant birth weight in Japan based on quantile regression analysis - Nature
-
Optimal subsampling for large‐sample quantile regression with massive data - Wiley Online Library
-
A quantile regression approach to explain the relationship of Fatigue and Cortisol, Cytokine among Koreans with Hepatitis B - Nature
-
Concave-convex effect of financial resilience on corporate financial performance: quantile regression approach - Nature
-
Institutional quality and public spending in Europe: A quantile regression approach - Barra - 2023 - Economics & Politics - Wiley Online Library
-
Managing Data Outliers With Quantile Regression: Part I - Investing.com
-
Factors affecting Hemoglobin A1c in the longitudinal study of the Iranian population using mixed quantile regression - Nature
-
Additive quantile mixed effects modelling with application to longitudinal CD4 count data - Nature
-
Variational inference on a Bayesian adaptive lasso Tobit quantile regression model - Wang - 2023 - Stat - Wiley Online Library
-
Dynamic quantile regression for trend analysis of streamflow time series - Wiley Online Library
-
QRF4P-NRT: Probabilistic Post-Processing of Near-Real-Time Satellite Precipitation Estimates Using Quantile Regression Forests - AGU Publications
-
Score-based test in high-dimensional quantile regression for longitudinal data with application to a glomerular filtration rate data - Wiley Online Library
-
Shrinkage quantile regression for panel data with multiple structural breaks - Wiley Online Library
-
Aging and carbon emissions in Asian economies: Policy recommendation from panel quantile regression - Wiley Online Library
-
Quantile regression averaging‐based probabilistic forecasting of daily ambient temperature - Wiley Online Library
-
A New Way to Predict Probability Distributions - Towards Data Science
-
INSTRUMENTAL VARIABLE QUANTILE REGRESSION WITH MISCLASSIFICATION - Cambridge University Press & Assessment
-
Spatial cluster detection with threshold quantile regression - Lee - 2021 - Environmetrics - Wiley Online Library
-
Hedging performance analysis of energy markets: Evidence from copula quantile regression - Wiley Online Library
-
Prevalence and determinants of wasting among under-5 Egyptian children: Application of quantile regression - Wiley Online Library
-
The Role of ESG Performance in Moderating the Impact of Financial Distress on Company Value: Evidence of Wavelet-Enhanced Quantile Regression With Indian Companies - Wiley Online Library
-
'Quantile Regression' Bitcoin price model hints at $275K BTC by November 2025 - TradingView
-
Does income inequality have a heterogeneous effect on carbon emissions between developed and developing countries? Evidence from simultaneous quantile regression - Frontiers
-
Deep Learning for Decision-Making Under Uncertainty - DataRobot
-
Endogeneity in quantile regression models: a control function approach - IFS | Institute for Fiscal Studies
-
The asymmetric impact of oil price uncertainty on emerging market financial stress: A quantile regression approach - Wiley Online Library
-
Mean vs Median Causal Effect - Towards Data Science
-
The tail connectedness among conventional, religious, and sustainable investments: An empirical evidence from neural network quantile regression approach - Wiley Online Library
-
Constructing density forecasts from quantile regressions: Multimodality in macrofinancial dynamics - Wiley Online Library
-
Optimizing Photoperiod Switch to Maximize Floral Biomass and Cannabinoid Yield in Cannabis sativa L.: A Meta-Analytic Quantile Regression Approach - Frontiers
-
Perceived barriers to maintain physical activity and its association to mental health status of Bangladeshi adults: a quantile regression approach - Nature
-
TWO-STEP ESTIMATION OF QUANTILE PANEL DATA MODELS WITH INTERACTIVE FIXED EFFECTS - Cambridge University Press & Assessment
-
Evaluating the Impact of Urban Blue Space Accessibility on Housing Price: A Spatial Quantile Regression Approach Applied in Changsha, China - Frontiers
-
Expert Sets $285,000 Bitcoin Price Target Based On Quantile Model - TradingView
-
Bitcoin Consolidates While Market Conditions Shift – A Quantile Regression Analysis Through 2030 - Bitget
-
Uncertainty quantification for Bayesian active learning in rupture life prediction of ferritic steels - Nature
-
Analyzing Experiment Outcomes: Beyond Average Treatment Effects - Uber
-
Male-Female Wage Gap and Informal Employment in Bangladesh: A quantile Regression Approach - Centre for Policy Dialogue (CPD)
Why This Topic Is Trending
This topic has recently gained attention due to increased public interest. Search activity and Wikipedia pageviews suggest growing global engagement.
Search Interest & Related Topics
Search interest data over the past 12 months indicates that this topic periodically attracts global attention. Sudden spikes often correlate with major news events, public statements, or geopolitical developments.