Access Statistics for Rob J Hyndman

Author contact details at EconPapers.

Working Paper File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
25 Years of IIF Time Series Forecasting: A Selective Review 0 0 1 135 0 3 18 624
25 Years of IIF Time Series Forecasting: A Selective Review 0 0 0 412 0 0 12 965
A Brief History of Forecasting Competitions 0 0 1 86 1 3 19 140
A Feature-Based Framework for Detecting Technical Outliers in Water-Quality Data from In Situ Sensors 0 0 0 26 0 3 8 55
A New Tidy Data Structure to Support Exploration and Modeling of Temporal Data 0 0 0 37 0 3 10 62
A Note on the Validity of Cross-Validation for Evaluating Time Series Prediction 1 2 5 743 2 10 35 1,922
A State Space Framework for Automatic Forecasting Using Exponential Smoothing Methods 0 1 3 616 1 5 28 1,758
A comparison of ten principal component methods for forecasting mortality rates 0 0 1 139 0 3 23 351
A state space model for exponential smoothing with group seasonality 0 0 2 207 0 0 25 549
An Improved Method for Bandwidth Selection when Estimating ROC Curves 0 0 0 138 0 0 8 564
Anomaly Detection Using Surprisals 3 7 7 7 4 10 10 10
Anomaly Detection in High Dimensional Data 0 0 1 27 0 1 10 91
Anomaly detection in streaming nonstationary temporal data 0 0 0 122 0 2 8 297
Another Look at Measures of Forecast Accuracy 4 12 32 1,551 14 50 173 4,083
Automatic time series forecasting: the forecast package for R 2 2 8 1,608 3 8 65 4,769
Bagging Exponential Smoothing Methods using STL Decomposition and Box-Cox Transformation 0 0 0 58 0 1 27 230
Bandwidth Selection for Kernel Conditional Density Estimation 0 0 0 0 0 1 11 1,542
Bandwidth Selection for Kernel Conditional Density Estimation 0 0 1 1 0 1 7 7
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 0 0 597 0 2 14 2,137
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 0 1 1,029 0 1 22 3,634
Bayesian Rank Selection in Multivariate Regression 0 0 0 51 0 2 21 114
Boosting multi-step autoregressive forecasts 0 0 1 79 1 3 23 152
Calendar-based Graphics for Visualizing People's Daily Schedules 0 0 0 4 0 1 19 60
Coherent Mortality Forecasting The Product-ratio Method with Functional Time Series Models 0 0 0 55 1 2 19 322
Coherent Probabilistic Forecasts for Hierarchical Time Series 0 0 1 86 1 3 19 208
Coherent mortality forecasting: the product-ratio method with functional time series models 0 0 1 68 0 0 15 203
Conditional Normalization in Time Series Analysis 0 0 2 24 1 4 21 43
Cross-temporal Probabilistic Forecast Reconciliation 0 0 0 23 1 4 22 36
Density forecasting for long-term peak electricity demand 0 0 0 226 1 3 15 612
Detecting Distributional Differences between Temporal Granularities for Exploratory Time Series Analysis 0 0 0 27 0 1 14 36
Dimension Reduction For Outlier Detection Using DOBIN 0 0 0 19 0 2 15 59
Distributed ARIMA Models for Ultra-long Time Series 0 0 0 115 0 1 19 202
Efficient Identification of the Pareto Optimal Set 0 0 0 13 0 1 6 99
Efficient generation of time series with diverse and controllable characteristics 0 0 0 69 0 2 17 218
Empirical Information Criteria for Time Series Forecasting Model Selection 0 0 0 1,000 0 0 10 3,405
Exponential Smoothing for Inventory Control: Means and Variances of Lead-Time Demand 0 1 1 770 0 6 15 2,861
Exponential smoothing and non-negative data 0 0 0 85 0 0 16 312
FFORMA: Feature-based forecast model averaging 0 0 3 130 0 4 26 581
Fast Forecast Reconciliation Using Linear Models 0 0 0 83 1 1 12 199
Fast computation of reconciled forecasts for hierarchical and grouped time series 0 0 0 63 0 1 14 152
Forecast Linear AugmentedProjection (FLAP): A Free Lunch to Reduce Forecast Error Variance 0 0 0 20 0 1 17 28
Forecast Reconciliation: A Review 1 1 3 26 2 5 29 61
Forecast Reconciliation: A geometric View with New Insights on Bias Correction 0 0 0 29 0 2 11 46
Forecast Reconciliation: A geometric View with New Insights on Bias Correction 0 0 1 21 1 3 10 61
Forecasting Swiss Exports Using Bayesian Forecast Reconciliation 0 0 0 45 0 2 23 75
Forecasting Swiss Exports using Bayesian Forecast Reconciliation 0 0 0 25 0 4 18 51
Forecasting Time-Series with Correlated Seasonality 0 0 1 263 0 0 15 784
Forecasting age-related changes in breast cancer mortality among white and black US women: A functional approach 0 0 0 36 0 0 4 215
Forecasting age-specific breast cancer mortality using functional data models 0 0 0 164 1 2 13 998
Forecasting for Social Good 0 0 0 24 0 1 13 152
Forecasting hierarchical and grouped time series through trace minimization 0 0 1 90 0 2 20 214
Forecasting the Old-Age Dependency Ratio to Determine a Sustainable Pension Age 0 0 7 34 0 2 30 307
Forecasting time series with complex seasonal patterns using exponential smoothing 0 1 2 223 0 3 36 607
Forecasting with Temporal Hierarchies 0 0 0 74 0 1 18 264
Forecasting with Temporal Hierarchies 0 0 0 51 0 2 21 166
Generalized Additive Modelling of Mixed Distribution Markov Models with Application to Melbourne's Rainfall 0 0 0 251 0 0 11 1,574
Generalized Additive Modelling of Mixed Distribution Markov Models with Application to Melbourne's Rainfall 0 0 0 0 0 0 3 3
Grouped functional time series forecasting: An application to age-specific mortality rates 0 0 0 72 0 1 8 127
Half-Life Estimation based on the Bias-Corrected Bootstrap: A Highest Density Region Approach 0 0 0 188 0 2 8 912
Hierarchical Forecasting 0 0 0 106 0 2 22 243
Hierarchical forecasts for Australian domestic tourism 0 0 0 128 0 2 19 402
Improved Interval Estimation of Long Run Response from a Dynamic Linear Model: A Highest Density Region Approach 0 0 0 13 0 0 11 126
Improved Interval Estimation of Long Run Response from a Dynamic Linear Model: A Highest Density Region Approach 0 0 0 3 0 1 14 117
Improving out-of-sample Forecasts of Stock Price Indexes with Forecast Reconciliation and Clustering 0 0 1 27 0 1 29 59
Invertibility Conditions for Exponential Smoothing Models 0 0 1 418 0 3 14 2,651
Leave-one-out Kernel Density Estimates for Outlier Detection 0 0 1 19 0 4 30 89
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 0 0 0 212 0 1 18 805
Local Linear Forecasts Using Cubic Smoothing Splines 0 0 0 561 0 2 16 1,992
Local Linear Multivariate Regression with Variable Bandwidth in the Presence of Heteroscedasticity 0 0 0 199 0 3 18 744
Long-term Forecasts of Age-specific Labour Market Participation Rates with Functional Data Models 0 0 0 25 0 1 5 68
Long-term forecasts of age-specific participation rates with functional data models 0 0 0 37 0 2 16 91
Low-dimensional decomposition, smoothing and forecasting of sparse functional data 0 0 0 71 0 0 3 98
Macroeconomic forecasting for Australia using a large number of predictors 0 0 0 175 0 3 12 315
Manifold Learning with Approximate Nearest Neighbors 0 0 1 38 0 2 20 102
Meta-learning how to forecast time series 0 1 3 215 1 12 45 633
Mixed Model-Based Hazard Estimation 0 0 0 133 0 0 4 648
Modelling and forecasting Australian domestic tourism 0 1 2 382 0 1 13 944
Monitoring Processes with Changing Variances 0 0 1 61 0 2 18 188
Non Parametric Confidence Intervals for Receiver Operating Characteristic Curves 0 0 0 234 1 1 11 1,220
Non-linear exponential smoothing and positive data 0 0 1 119 0 1 12 540
Nonlinear Mixed Effects Models for Time Series Forecasting of Smart Meter Demand 0 0 0 24 0 2 13 54
Nonparametric Estimation and Symmetry Tests for Conditional Density Functions 0 0 0 183 0 1 4 1,030
Nonparametric autocovariance function estimation 0 0 0 69 0 1 8 1,094
Nonparametric estimation and symmetry tests for conditional density functions 0 0 0 4 1 3 15 78
Nonparametric time series forecasting with dynamic updating 0 0 1 161 0 0 8 399
On normalization and algorithm selection for unsupervised outlier detection 0 0 0 36 0 1 9 96
Online Conformal Inference for Multi-Step Time Series Forecasting 0 2 8 63 3 13 50 139
Optimal Forecast Reconciliation with Time Series Selection 0 0 2 24 0 2 17 31
Optimal Non-negative Forecast Reconciliation 0 0 2 39 0 2 27 120
Optimal combination forecasts for hierarchical time series 0 0 1 286 0 0 24 703
Optimal forecast reconciliation for hierarchical and grouped time series through trace minimization 1 3 8 71 1 8 48 197
Prediction Intervals for Exponential Smoothing State Space Models 0 0 1 639 0 1 23 2,167
Principles and Algorithms for Forecasting Groups of Time Series: Locality and Globality 0 0 1 53 0 1 9 52
Probabilisitic forecasts in hierarchical time series 0 0 1 62 1 2 13 146
Probabilistic Forecast Reconciliation: Properties, Evaluation and Score Optimisation 0 0 0 53 5 9 29 136
Probabilistic time series forecasting with boosted additive models: an application to smart meter data 0 0 0 78 1 2 8 184
Rainbow plots, Bagplots and Boxplots for Functional Data 0 1 2 88 0 2 16 378
Rating Forecasts for Television Programs 0 0 0 223 0 0 10 649
Recursive and direct multi-step forecasting: the best of both worlds 1 5 23 474 5 28 129 1,474
Residual Diagnostic Plots for Checking for Model Mis-Specification in Time Series Regression 1 2 2 2 1 3 8 8
Residual Diagnostic Plots for Checking for model Mis-Specification in Time Series Regression 0 0 0 0 0 2 10 1,734
Robust forecasting of mortality and fertility rates: a functional data approach 0 0 2 431 0 1 17 1,248
STR: A Seasonal-Trend Decomposition Procedure Based on Regression 0 0 1 156 0 2 26 468
Seasonal Functional Autoregressive Models 0 0 0 42 0 1 14 85
Short-term load forecasting based on a semi-parametric additive model 0 0 2 76 0 2 19 244
Some Nonlinear Exponential Smoothing Models are Unstable 0 0 0 217 0 0 14 1,066
Sparse Multiple Index Modelsfor High-dimensional Nonparametric Forecasting 0 0 1 42 0 1 7 21
Spatial modelling of the two-party preferred vote in Australian federal elections: 2001-2016 0 0 1 44 0 2 10 143
Statistical Methodological Issues in Studies of Air Pollution and Respiratory Disease 0 0 0 209 0 1 5 1,054
Stochastic models underlying Croston's method for intermittent demand forecasting 0 0 0 2,173 1 3 28 6,666
Stochastic population forecasts using functional data models for mortality, fertility and migration 0 0 2 267 0 1 15 882
The Australian Macro Database: An Online Resource for Macroeconomic Research in Australia 0 0 0 20 1 4 13 73
The Australian Macro Database: An online resource for macroeconomic research in Australia 0 0 0 38 0 2 10 92
The Road to Recovery from COVID-19 for Australian Tourism 0 0 1 67 0 0 13 156
The price elasticity of electricity demand in South Australia 0 0 1 187 0 0 14 490
The tourism forecasting competition 0 0 1 157 1 3 24 509
The value of feedback in forecasting competitions 0 0 1 60 0 2 20 216
The vector innovation structural time series framework: a simple approach to multivariate forecasting 0 0 0 180 0 2 11 507
Time Series Forecasting: The Case for the Single Source of Error State Space 0 0 0 335 0 3 18 1,319
Two-dimensional smoothing of mortality rates 0 0 1 34 0 0 11 111
Unmasking the Theta Method 0 0 0 311 0 0 16 1,237
Using R to Teach Econometrics 0 0 0 2,177 0 2 21 4,428
Visualising forecasting Algorithm Performance using Time Series Instance Spaces 0 0 0 108 0 3 20 161
Visualizing Probability Distributions across Bivariate Cyclic Temporal Granularities 0 0 0 0 0 2 9 16
Total Working Papers 14 42 164 25,304 59 345 2,362 84,445

Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
25 years of time series forecasting 1 1 3 262 3 5 37 986
A Bayesian approach to bandwidth selection for multivariate kernel density estimation 0 0 0 107 0 1 11 332
A brief history of forecasting competitions 0 0 1 33 2 2 12 151
A change of editors 0 0 0 7 0 0 10 75
A gradient boosting approach to the Kaggle load forecasting competition 0 1 2 57 3 6 30 341
A multivariate innovations state space Beveridge-Nelson decomposition 0 0 0 33 1 2 14 180
A note on the categorization of demand patterns 0 2 4 9 2 4 23 51
A note on the validity of cross-validation for evaluating autoregressive time series prediction 5 16 46 313 25 63 239 949
A note on upper bounds for forecast-value-added relative to naïve forecasts 0 0 0 2 0 0 3 45
A state space framework for automatic forecasting using exponential smoothing methods 0 1 16 276 4 13 86 979
Another Look at Forecast Accuracy Metrics for Intermittent Demand 0 1 6 405 3 15 43 1,518
Another look at measures of forecast accuracy 6 19 61 504 14 64 256 1,816
Assessing mortality inequality in the U.S.: What can be said about the future? 1 1 1 4 1 1 14 26
Automatic Time Series Forecasting: The forecast Package for R 2 4 8 490 6 22 71 2,346
Bagging exponential smoothing methods using STL decomposition and Box–Cox transformation 0 0 4 50 0 2 37 230
Bandwidth selection for kernel conditional density estimation 0 0 3 120 0 4 26 369
Call for Papers: Special issue of the International Journal of Forecasting on tourism forecasting 0 0 0 28 0 0 5 242
Changing of the guard 0 0 0 3 2 2 8 49
Coherent Mortality Forecasting: The Product-Ratio Method With Functional Time Series Models 0 0 0 20 0 1 18 155
Comments on: Exploratory functional data analysis 0 0 0 0 0 0 12 12
Cross-temporal probabilistic forecast reconciliation: Methodological and practical issues 1 1 3 4 1 2 21 23
Crude oil price forecasting based on internet concern using an extreme learning machine 0 1 1 23 0 3 12 104
Distributed ARIMA models for ultra-long time series 0 0 2 6 1 1 12 32
Dynamic algorithm selection for pareto optimal set approximation 0 0 0 6 0 1 16 45
Early classification of spatio-temporal events using partial information 0 0 0 0 1 1 7 14
Editorial 0 0 0 9 0 0 8 124
Encouraging replication and reproducible research 0 0 0 16 0 0 8 89
Ensemble forecasts of COVID-19 activity to support Australia’s pandemic response: 2020–22 0 0 0 0 0 0 0 0
Errors on Percentage Errors 0 0 4 4 0 3 18 19
Exploring the sources of uncertainty: Why does bagging for time series forecasting work? 0 0 2 23 0 1 21 109
Exponential smoothing models: Means and variances for lead-time demand 0 0 0 27 0 1 12 175
FFORMA: Feature-based forecast model averaging 0 1 9 53 5 13 49 271
Fast computation of reconciled forecasts for hierarchical and grouped time series 0 0 0 6 0 3 11 70
Forecast combinations: An over 50-year review 0 5 12 39 3 16 83 141
Forecast reconciliation: A geometric view with new insights on bias correction 0 0 2 13 1 9 39 94
Forecast reconciliation: A review 1 8 18 24 5 20 87 118
Forecasting Swiss exports using Bayesian forecast reconciliation 0 0 0 5 1 1 12 35
Forecasting for social good 0 0 1 4 1 1 26 37
Forecasting in social settings: The state of the art 0 1 8 23 2 4 30 130
Forecasting interrupted time series 0 1 4 4 1 4 26 29
Forecasting time series with multiple seasonal patterns 0 0 1 188 0 1 16 679
Forecasting with temporal hierarchies 0 0 3 25 2 8 43 143
Forecasting, causality and feedback 0 0 0 9 0 1 5 27
Free Open-Source Forecasting Using R 0 0 0 168 1 1 11 502
Half-life estimation based on the bias-corrected bootstrap: A highest density region approach 0 0 0 41 0 1 13 236
Hierarchical Probabilistic Forecasting of Electricity Demand With Smart Meter Data 0 1 5 12 1 4 28 54
Hierarchical forecasts for Australian domestic tourism 0 1 3 102 0 8 35 432
Improved interval estimation of long run response from a dynamic linear model: A highest density region approach 0 0 0 11 0 0 15 140
Improved methods for bandwidth selection when estimating ROC curves 0 0 0 11 0 0 10 93
Improving out-of-sample forecasts of stock price indexes with forecast reconciliation and clustering 0 0 1 1 0 0 10 11
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 0 0 0 70 0 2 15 473
LoMEF: A framework to produce local explanations for global model time series forecasts 0 0 0 1 1 4 14 25
MSTL: a seasonal-trend decomposition algorithm for time series with multiple seasonal patterns 0 0 3 8 1 2 23 38
Macroeconomic forecasting for Australia using a large number of predictors 0 0 1 8 1 1 23 66
Minimum Sample Size requirements for Seasonal Forecasting Models 1 3 9 225 3 14 57 1,154
Modern Strategies for Time Series Regression 0 0 0 1 1 1 14 25
Monitoring processes with changing variances 0 0 0 20 0 0 12 133
Nonparametric time series forecasting with dynamic updating 0 0 0 3 1 1 15 70
Non‐linear mixed‐effects models for time series forecasting of smart meter demand 0 0 2 5 0 0 11 24
On continuous-time threshold autoregression 0 0 0 51 1 1 6 182
Optimal Forecast Reconciliation for Hierarchical and Grouped Time Series Through Trace Minimization 4 10 28 49 13 27 93 189
Optimal combination forecasts for hierarchical time series 1 2 3 89 2 16 61 432
Optimal forecast reconciliation with time series selection 1 1 2 2 3 6 37 38
Optimally Reconciling Forecasts in a Hierarchy 0 0 0 172 0 1 13 445
Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods 0 0 0 20 0 2 20 156
Predicting sediment and nutrient concentrations from high-frequency water-quality data 0 1 1 1 0 1 9 15
Prediction intervals for exponential smoothing using two new classes of state space models 0 0 1 151 0 0 15 596
Principles and algorithms for forecasting groups of time series: Locality and globality 0 2 11 17 2 9 74 127
Probabilistic energy forecasting: Global Energy Forecasting Competition 2014 and beyond 3 7 20 171 11 31 103 663
Probabilistic forecast reconciliation: Properties, evaluation and score optimisation 1 1 2 11 2 5 25 53
Reconstructing Missing and Anomalous Data Collected from High-Frequency In-Situ Sensors in Fresh Waters 0 0 1 1 0 1 10 12
Robust forecasting of mortality and fertility rates: A functional data approach 0 1 7 376 0 6 54 1,051
STR: Seasonal-Trend Decomposition Using Regression 1 1 5 16 2 4 36 100
Seasonal functional autoregressive models 0 0 0 5 0 0 10 39
Smoothing non-Gaussian time series with autoregressive structure 0 0 0 29 0 1 8 190
Some Properties and Generalizations of Non‐negative Bayesian Time Series Models 0 0 0 0 2 3 15 23
Stochastic models underlying Croston's method for intermittent demand forecasting 0 0 2 506 0 2 24 1,905
Stochastic population forecasts using functional data models for mortality, fertility and migration 0 0 5 149 1 3 28 436
The admissible parameter space for exponential smoothing models 0 0 0 89 0 1 21 265
The interaction between trend and seasonality 0 0 0 84 1 3 11 346
The price elasticity of electricity demand in South Australia 0 0 0 120 0 1 16 448
The tourism forecasting competition 0 0 2 56 2 4 30 452
The tourism forecasting competition 0 1 2 28 0 3 19 210
The value of feedback in forecasting competitions 0 0 0 12 1 2 15 146
The value of feedback in forecasting competitions 0 0 0 5 0 0 7 82
Tourism forecasting: An introduction 0 0 1 50 1 2 22 175
Twenty-five years of forecasting 0 0 0 64 0 1 20 201
Understanding links between water-quality variables and nitrate concentration in freshwater streams using high frequency sensor data 0 0 0 0 0 1 10 10
Unmasking the Theta method 0 0 3 84 0 2 20 443
Using R to teach econometrics 0 0 0 1,489 1 3 18 3,496
Visualising forecasting algorithm performance using time series instance spaces 1 2 2 33 1 4 16 165
YULE‐WALKER ESTIMATES FOR CONTINUOUS‐TIME AUTOREGRESSIVE MODELS 0 0 0 6 0 0 6 24
Total Journal Articles 30 98 347 7,857 146 486 2,695 29,951

Chapter File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
On Sampling Methods for Costly Multi-Objective Black-Box Optimization 0 0 0 0 0 1 9 24
Total Chapters 0 0 0 0 0 1 9 24

logo

LogEc Home

Top Working Papers
Top Journal Articles
Top Books
Top Chapters
Top Software Items

Top Authors

Top Working Paper series and Journals

About LogEc

Authors with papers registered in the RePEc Author Service.

Register yourself as an author or register more papers in the RePEc Author Service.

Authors with no registered papers

RePEc
LogEc provides access and usage statistics for services based on the RePEc data set.

Örebro UniversityLogEc is hosted by the Örebro University School of Business.

Questions or comments? Please see our explanation of how the statistics are collected or e-mail

Since October 2025, abstract view statistics are potentially heavily influenced by traffic from AI bots and tools that we could not eliminate despite our best efforts.

Statistics updated 2026-08-07