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 0 133 2 4 6 603
25 Years of IIF Time Series Forecasting: A Selective Review 0 1 1 410 0 2 8 950
A Brief History of Forecasting Competitions 0 0 1 84 1 2 4 117
A Feature-Based Framework for Detecting Technical Outliers in Water-Quality Data from In Situ Sensors 0 0 0 26 0 1 2 47
A New Tidy Data Structure to Support Exploration and Modeling of Temporal Data 0 0 0 37 0 1 1 51
A Note on the Validity of Cross-Validation for Evaluating Time Series Prediction 0 0 1 735 0 3 7 1,881
A State Space Framework for Automatic Forecasting Using Exponential Smoothing Methods 0 1 8 611 0 3 16 1,727
A comparison of ten principal component methods for forecasting mortality rates 0 0 1 137 0 2 4 326
A state space model for exponential smoothing with group seasonality 0 0 0 205 0 0 2 523
An Improved Method for Bandwidth Selection when Estimating ROC Curves 0 0 0 138 0 1 2 555
Anomaly Detection in High Dimensional Data 0 0 0 26 0 1 1 80
Anomaly detection in streaming nonstationary temporal data 0 0 1 122 1 2 6 289
Another Look at Measures of Forecast Accuracy 1 1 4 1,514 2 5 29 3,894
Automatic time series forecasting: the forecast package for R 0 1 3 1,600 3 8 34 4,702
Bagging Exponential Smoothing Methods using STL Decomposition and Box-Cox Transformation 0 1 1 58 2 4 7 202
Bandwidth Selection for Kernel Conditional Density Estimation 0 0 0 0 0 1 2 1,529
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 1 5 1,028 0 2 9 3,611
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 1 1 1 597 1 2 3 2,122
Bayesian Rank Selection in Multivariate Regression 0 0 0 51 0 1 1 93
Boosting multi-step autoregressive forecasts 1 1 2 78 1 3 6 128
Calendar-based Graphics for Visualizing People's Daily Schedules 0 0 0 4 1 2 4 41
Coherent Mortality Forecasting The Product-ratio Method with Functional Time Series Models 0 1 3 54 0 2 6 301
Coherent Probabilistic Forecasts for Hierarchical Time Series 0 0 2 85 0 1 8 189
Coherent mortality forecasting: the product-ratio method with functional time series models 0 0 0 67 1 2 4 187
Conditional Normalization in Time Series Analysis 0 1 1 22 1 2 7 21
Cross-temporal Probabilistic Forecast Reconciliation 0 0 0 23 0 0 2 14
Density forecasting for long-term peak electricity demand 0 0 0 225 0 1 4 595
Detecting Distributional Differences between Temporal Granularities for Exploratory Time Series Analysis 0 0 0 27 0 1 3 22
Dimension Reduction For Outlier Detection Using DOBIN 0 0 1 19 0 1 3 44
Distributed ARIMA Models for Ultra-long Time Series 0 0 0 115 0 3 4 181
Efficient Identification of the Pareto Optimal Set 0 0 0 13 1 2 4 93
Efficient generation of time series with diverse and controllable characteristics 1 1 1 68 1 2 2 198
Empirical Information Criteria for Time Series Forecasting Model Selection 0 0 2 1,000 0 1 3 3,395
Exponential Smoothing for Inventory Control: Means and Variances of Lead-Time Demand 1 1 1 769 2 2 4 2,846
Exponential smoothing and non-negative data 0 0 0 85 0 2 4 296
FFORMA: Feature-based forecast model averaging 1 1 2 125 2 4 13 545
Fast Forecast Reconciliation Using Linear Models 0 0 2 83 0 1 5 187
Fast computation of reconciled forecasts for hierarchical and grouped time series 0 0 1 63 4 6 8 138
Forecast Reconciliation: A Review 0 1 3 23 0 1 8 28
Forecast Reconciliation: A geometric View with New Insights on Bias Correction 0 1 1 29 0 2 2 34
Forecast Reconciliation: A geometric View with New Insights on Bias Correction 0 0 1 20 0 1 3 50
Forecasting Swiss Exports Using Bayesian Forecast Reconciliation 0 0 0 45 0 0 1 50
Forecasting Swiss Exports using Bayesian Forecast Reconciliation 0 0 0 25 0 0 1 33
Forecasting Time-Series with Correlated Seasonality 0 0 0 262 0 1 2 769
Forecasting age-related changes in breast cancer mortality among white and black US women: A functional approach 0 0 0 36 0 2 2 211
Forecasting age-specific breast cancer mortality using functional data models 0 0 0 164 0 1 1 985
Forecasting for Social Good 0 0 1 24 0 1 5 137
Forecasting hierarchical and grouped time series through trace minimization 1 1 3 89 2 4 11 192
Forecasting the Old-Age Dependency Ratio to Determine a Sustainable Pension Age 0 0 1 27 0 2 10 276
Forecasting time series with complex seasonal patterns using exponential smoothing 0 1 4 219 2 4 13 565
Forecasting with Temporal Hierarchies 0 0 1 51 1 3 5 145
Forecasting with Temporal Hierarchies 0 0 3 74 2 4 11 245
Generalized Additive Modelling of Mixed Distribution Markov Models with Application to Melbourne's Rainfall 0 0 1 251 1 2 4 1,563
Grouped functional time series forecasting: An application to age-specific mortality rates 1 1 2 71 2 2 5 117
Half-Life Estimation based on the Bias-Corrected Bootstrap: A Highest Density Region Approach 0 0 1 188 0 2 3 904
Hierarchical Forecasting 0 0 3 106 3 4 12 220
Hierarchical forecasts for Australian domestic tourism 0 0 0 128 0 1 4 383
Improved Interval Estimation of Long Run Response from a Dynamic Linear Model: A Highest Density Region Approach 0 0 0 13 0 2 3 115
Improved Interval Estimation of Long Run Response from a Dynamic Linear Model: A Highest Density Region Approach 0 0 0 3 0 1 3 97
Improving out-of-sample Forecasts of Stock Price Indexes with Forecast Reconciliation and Clustering 0 2 3 26 0 4 13 29
Invertibility Conditions for Exponential Smoothing Models 0 0 0 417 0 1 2 2,637
Leave-one-out Kernel Density Estimates for Outlier Detection 0 1 2 17 0 3 5 55
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 0 0 1 212 0 1 5 786
Local Linear Forecasts Using Cubic Smoothing Splines 0 0 1 559 0 1 4 1,974
Local Linear Multivariate Regression with Variable Bandwidth in the Presence of Heteroscedasticity 0 0 0 199 0 1 3 726
Long-term Forecasts of Age-specific Labour Market Participation Rates with Functional Data Models 0 0 2 24 0 1 4 61
Long-term forecasts of age-specific participation rates with functional data models 0 0 0 37 1 2 3 75
Low-dimensional decomposition, smoothing and forecasting of sparse functional data 0 0 0 71 2 3 4 95
Macroeconomic forecasting for Australia using a large number of predictors 0 0 0 175 0 2 3 301
Manifold Learning with Approximate Nearest Neighbors 0 0 1 37 0 1 8 80
Meta-learning how to forecast time series 0 1 8 211 1 4 21 583
Mixed Model-Based Hazard Estimation 0 0 0 133 1 2 3 644
Modelling and forecasting Australian domestic tourism 0 0 1 378 1 3 5 927
Monitoring Processes with Changing Variances 0 0 0 60 0 2 3 170
Non Parametric Confidence Intervals for Receiver Operating Characteristic Curves 0 0 0 234 0 1 1 1,209
Non-linear exponential smoothing and positive data 0 0 0 118 0 1 4 528
Nonlinear Mixed Effects Models for Time Series Forecasting of Smart Meter Demand 0 0 0 24 0 1 1 41
Nonparametric Estimation and Symmetry Tests for Conditional Density Functions 0 0 0 183 0 1 1 1,025
Nonparametric autocovariance function estimation 0 0 0 69 0 1 2 1,085
Nonparametric estimation and symmetry tests for conditional density functions 0 0 0 4 2 3 3 63
Nonparametric time series forecasting with dynamic updating 0 0 0 160 0 1 1 390
On normalization and algorithm selection for unsupervised outlier detection 0 0 0 36 0 2 3 86
Optimal Non-negative Forecast Reconciliation 0 0 0 36 1 3 6 92
Optimal combination forecasts for hierarchical time series 0 0 2 285 0 2 13 676
Optimal forecast reconciliation for hierarchical and grouped time series through trace minimization 1 1 2 60 1 4 10 134
Prediction Intervals for Exponential Smoothing State Space Models 0 1 1 637 0 2 6 2,142
Principles and Algorithms for Forecasting Groups of Time Series: Locality and Globality 0 0 1 52 2 3 9 42
Probabilisitic forecasts in hierarchical time series 0 0 0 61 1 2 4 132
Probabilistic Forecast Reconciliation: Properties, Evaluation and Score Optimisation 0 0 0 53 0 2 11 104
Probabilistic time series forecasting with boosted additive models: an application to smart meter data 0 0 0 78 1 3 7 176
Rainbow plots, Bagplots and Boxplots for Functional Data 0 0 1 84 0 1 3 359
Rating Forecasts for Television Programs 0 0 0 223 1 2 2 638
Recursive and direct multi-step forecasting: the best of both worlds 2 4 39 438 8 21 148 1,289
Residual Diagnostic Plots for Checking for model Mis-Specification in Time Series Regression 0 0 0 0 0 0 1 1,724
Robust forecasting of mortality and fertility rates: a functional data approach 0 0 3 429 0 1 7 1,225
STR: A Seasonal-Trend Decomposition Procedure Based on Regression 1 1 2 154 1 5 24 438
Seasonal Functional Autoregressive Models 0 0 0 41 1 2 3 69
Short-term load forecasting based on a semi-parametric additive model 0 1 2 74 1 3 6 225
Some Nonlinear Exponential Smoothing Models are Unstable 0 0 1 217 0 1 4 1,052
Spatial modelling of the two-party preferred vote in Australian federal elections: 2001-2016 1 1 1 43 3 4 6 131
Statistical Methodological Issues in Studies of Air Pollution and Respiratory Disease 0 0 0 209 0 1 1 1,049
Stochastic models underlying Croston's method for intermittent demand forecasting 0 0 0 2,171 0 1 3 6,634
Stochastic population forecasts using functional data models for mortality, fertility and migration 0 1 4 263 0 2 12 863
The Australian Macro Database: An online resource for macroeconomic research in Australia 0 0 0 20 0 1 3 59
The Australian Macro Database: An online resource for macroeconomic research in Australia 0 0 0 38 1 2 3 82
The Road to Recovery from COVID-19 for Australian Tourism 0 0 0 64 0 2 7 141
The price elasticity of electricity demand in South Australia 0 0 0 186 0 1 3 474
The tourism forecasting competition 0 1 2 156 0 2 3 483
The value of feedback in forecasting competitions 0 0 0 59 0 1 2 196
The vector innovation structural time series framework: a simple approach to multivariate forecasting 0 0 0 180 1 3 3 496
Time Series Forecasting: The Case for the Single Source of Error State Space 0 0 1 335 0 2 5 1,301
Two-dimensional smoothing of mortality rates 0 0 0 33 0 1 1 98
Unmasking the Theta Method 0 1 1 310 1 2 3 1,219
Using R to Teach Econometrics 0 1 3 2,176 1 3 10 4,406
Visualising forecasting Algorithm Performance using Time Series Instance Spaces 0 0 0 107 0 2 4 139
Visualizing Probability Distributions across Bivariate Cyclic Temporal Granularities 0 0 0 0 0 1 1 7
Total Working Papers 13 35 155 24,941 72 253 783 81,707

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 0 2 10 258 0 8 40 942
A Bayesian approach to bandwidth selection for multivariate kernel density estimation 0 0 1 107 0 1 3 320
A brief history of forecasting competitions 0 0 4 31 2 4 22 131
A change of editors 0 0 0 7 0 1 1 65
A gradient boosting approach to the Kaggle load forecasting competition 1 1 2 55 1 3 9 305
A multivariate innovations state space Beveridge-Nelson decomposition 0 0 0 33 1 2 3 165
A note on the categorization of demand patterns 0 0 1 5 0 1 3 26
A note on the validity of cross-validation for evaluating autoregressive time series prediction 1 3 27 254 5 14 88 674
A note on upper bounds for forecast-value-added relative to naïve forecasts 0 0 0 2 1 2 3 42
A state space framework for automatic forecasting using exponential smoothing methods 2 4 19 258 4 12 51 881
Another Look at Forecast Accuracy Metrics for Intermittent Demand 1 2 5 397 5 14 43 1,458
Another look at measures of forecast accuracy 3 7 31 436 11 19 123 1,540
Assessing mortality inequality in the U.S.: What can be said about the future? 0 0 0 3 0 1 2 10
Automatic Time Series Forecasting: The forecast Package for R 1 1 2 481 5 9 35 2,262
Bagging exponential smoothing methods using STL decomposition and Box–Cox transformation 0 0 4 45 1 3 17 188
Bandwidth selection for kernel conditional density estimation 0 1 3 112 1 3 7 333
Call for Papers: Special issue of the International Journal of Forecasting on tourism forecasting 0 0 0 28 1 1 1 237
Changing of the guard 0 0 0 3 0 1 1 41
Coherent Mortality Forecasting: The Product-Ratio Method With Functional Time Series Models 0 0 0 20 0 2 6 137
Cross-temporal probabilistic forecast reconciliation: Methodological and practical issues 0 0 1 1 0 0 2 2
Crude oil price forecasting based on internet concern using an extreme learning machine 0 0 2 22 1 3 6 89
Distributed ARIMA models for ultra-long time series 0 0 0 4 0 1 8 17
Dynamic algorithm selection for pareto optimal set approximation 0 0 0 6 0 0 0 26
Early classification of spatio-temporal events using partial information 0 0 0 0 0 0 1 6
Editorial 0 0 0 9 0 1 1 116
Encouraging replication and reproducible research 0 0 0 16 0 1 1 79
Exploring the sources of uncertainty: Why does bagging for time series forecasting work? 0 0 3 21 1 2 9 85
Exponential smoothing models: Means and variances for lead-time demand 0 0 0 27 0 2 4 162
FFORMA: Feature-based forecast model averaging 0 1 5 39 0 5 30 204
Fast computation of reconciled forecasts for hierarchical and grouped time series 0 0 0 6 0 3 4 58
Forecast combinations: An over 50-year review 0 3 11 22 3 10 32 48
Forecast reconciliation: A geometric view with new insights on bias correction 0 0 1 10 1 4 8 48
Forecast reconciliation: A review 0 0 5 5 2 4 18 18
Forecasting Swiss exports using Bayesian forecast reconciliation 0 0 0 5 0 0 0 22
Forecasting for social good 0 0 0 2 0 2 2 9
Forecasting in social settings: The state of the art 0 0 0 15 1 5 13 96
Forecasting time series with multiple seasonal patterns 0 0 0 187 1 2 4 663
Forecasting with temporal hierarchies 1 5 9 20 5 11 23 90
Forecasting, causality and feedback 1 1 2 9 2 5 8 21
Free Open-Source Forecasting Using R 0 1 2 167 0 3 5 490
Half-life estimation based on the bias-corrected bootstrap: A highest density region approach 0 0 0 41 0 2 5 222
Hierarchical Probabilistic Forecasting of Electricity Demand With Smart Meter Data 0 1 1 5 0 2 5 21
Hierarchical forecasts for Australian domestic tourism 0 0 5 99 0 2 9 397
Improved interval estimation of long run response from a dynamic linear model: A highest density region approach 0 0 0 11 1 2 2 125
Improved methods for bandwidth selection when estimating ROC curves 0 0 0 11 0 2 2 83
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 0 0 0 70 1 2 2 457
LoMEF: A framework to produce local explanations for global model time series forecasts 0 0 0 1 1 1 7 9
Macroeconomic forecasting for Australia using a large number of predictors 0 0 0 6 1 3 5 38
Minimum Sample Size requirements for Seasonal Forecasting Models 0 0 4 214 2 4 34 1,082
Modern Strategies for Time Series Regression 0 0 0 0 0 1 1 10
Monitoring processes with changing variances 0 0 0 20 0 1 3 121
Nonparametric time series forecasting with dynamic updating 0 0 0 3 0 1 2 55
Non‐linear mixed‐effects models for time series forecasting of smart meter demand 0 0 1 3 1 2 3 12
On continuous-time threshold autoregression 0 0 0 51 0 1 2 174
Optimal Forecast Reconciliation for Hierarchical and Grouped Time Series Through Trace Minimization 1 1 9 19 4 6 22 88
Optimal combination forecasts for hierarchical time series 0 0 5 84 0 5 19 368
Optimally Reconciling Forecasts in a Hierarchy 1 1 6 171 2 3 13 427
Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods 0 0 0 20 0 1 1 136
Predicting sediment and nutrient concentrations from high-frequency water-quality data 0 0 0 0 0 2 2 6
Prediction intervals for exponential smoothing using two new classes of state space models 0 1 1 150 0 3 11 580
Principles and algorithms for forecasting groups of time series: Locality and globality 0 0 1 6 1 2 10 45
Probabilistic energy forecasting: Global Energy Forecasting Competition 2014 and beyond 2 5 19 139 2 13 55 537
Probabilistic forecast reconciliation: Properties, evaluation and score optimisation 0 2 5 7 1 7 17 23
Reconstructing Missing and Anomalous Data Collected from High-Frequency In-Situ Sensors in Fresh Waters 0 0 0 0 0 1 1 2
Robust forecasting of mortality and fertility rates: A functional data approach 0 1 16 361 0 6 42 978
STR: Seasonal-Trend Decomposition Using Regression 0 0 7 10 0 2 44 59
Seasonal functional autoregressive models 0 0 0 4 0 1 4 18
Smoothing non-Gaussian time series with autoregressive structure 0 0 0 29 0 1 2 182
Some Properties and Generalizations of Non‐negative Bayesian Time Series Models 0 0 0 0 0 1 2 7
Stochastic models underlying Croston's method for intermittent demand forecasting 1 2 2 503 1 3 6 1,877
Stochastic population forecasts using functional data models for mortality, fertility and migration 0 0 10 141 0 3 29 403
The admissible parameter space for exponential smoothing models 0 0 0 89 0 3 3 244
The interaction between trend and seasonality 0 0 1 84 42 43 48 335
The price elasticity of electricity demand in South Australia 0 0 4 115 1 3 18 424
The tourism forecasting competition 0 0 1 54 2 4 10 418
The tourism forecasting competition 0 0 4 26 1 4 14 188
The value of feedback in forecasting competitions 0 0 0 5 0 1 2 75
The value of feedback in forecasting competitions 0 0 0 12 1 2 2 131
Tourism forecasting: An introduction 0 0 0 49 1 2 2 153
Twenty-five years of forecasting 0 0 1 64 0 0 1 180
Unmasking the Theta method 1 2 7 81 1 4 13 418
Using R to teach econometrics 0 0 4 1,488 0 2 9 3,476
Visualising forecasting algorithm performance using time series instance spaces 0 1 1 30 0 3 6 146
YULE‐WALKER ESTIMATES FOR CONTINUOUS‐TIME AUTOREGRESSIVE MODELS 0 1 1 6 1 3 5 18
Total Journal Articles 17 50 266 7,410 123 325 1,132 26,854

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 2 3 5 15
Total Chapters 0 0 0 0 2 3 5 15

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 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

Statistics updated 2025-03-03