Access Statistics for Rafał Weron

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
A new method for automated noise cancellation in electromagnetic field measurement 0 0 0 21 0 0 5 132
A note on averaging day-ahead electricity price forecasts across calibration windows 0 2 13 157 0 3 26 247
A note on using the Hodrick-Prescott filter in electricity markets 0 0 1 114 3 4 12 290
A review of electricity price forecasting: The past, the present and the future 0 1 2 244 0 1 4 334
A semiparametric factor model for electricity forward curve dynamics 0 0 0 108 0 0 1 255
A semiparametric factor model for electricity forward curve dynamics 0 0 0 69 2 2 3 179
A short history of the VOLAX - or how we tried to trade implied volatility (Krotka historia VOLAX-u - czyli jak probowano handlowac implikowana zmiennoscia) 0 1 1 18 0 1 3 133
A simple model of price formation 0 0 0 33 0 0 4 123
An empirical comparison of alternate regime-switching models or electricity spot prices 0 0 1 165 1 1 5 381
An empirical comparison of alternate schemes for combining electricity spot price forecasts 0 0 0 159 0 0 2 408
An introduction to simulation of risk processes 0 0 1 48 0 0 2 212
Analysis of ROBECO data by neural networks 0 0 0 8 0 1 3 82
Automated variable selection and shrinkage for day-ahead electricity price forecasting 0 1 1 161 0 2 3 323
Averaging predictive distributions across calibration windows for day-ahead electricity price forecasting 0 0 1 17 0 0 5 44
Balancing RES generation: Profitability of an energy trader 0 0 0 73 0 1 8 146
Beating the naive: Combining LASSO with naive intraday electricity price forecasts 0 0 1 76 0 4 7 122
Bezpieczeństwo elektroenergetyczne: Ryzyko > Zarządzanie ryzykiem > Bezpieczeństwo 0 0 0 29 0 0 1 249
Black swans or dragon kings? A simple test for deviations from the power law 0 0 0 69 0 1 2 178
Black swans or dragon kings? A simple test for deviations from the power law 0 0 0 114 2 2 4 398
Black swans or dragon kings? A simple test for deviations from the power law 0 0 0 42 1 2 5 131
Blackouts, risk, and fat-tailed distributions 0 0 1 200 0 0 4 596
Building Loss Models 0 0 0 25 1 1 3 172
Building Loss Models 0 0 0 319 1 1 3 1,430
Building loss models 0 0 0 7 1 1 1 47
Calibration window selection based on change-point detection for forecasting electricity prices 0 1 1 36 0 1 2 50
Carbon pricing, forward risk premiums and pass-through rates in Australian electricity futures markets 0 0 0 74 1 1 4 145
Computationally intensive Value at Risk calculations 0 0 0 29 0 0 0 140
Computing electricity spot price prediction intervals using quantile regression and forecast averaging 0 1 1 224 0 2 6 413
Convenience yields and risk premiums in the EU-ETS - Evidence from the Kyoto commitment period 0 0 0 75 0 1 3 192
Convenience yields for CO₂ emission allowance futures contracts 0 0 0 335 0 0 4 1,015
Correction to: "On the Chambers-Mallows-Stuck Method for Simulating Skewed Stable Random Variables" 0 0 1 107 0 0 4 392
Correction to: "On the Chambers–Mallows–Stuck Method for Simulating Skewed Stable Random Variables" 0 0 3 90 2 10 20 322
Cost-benefit analysis of a municipal waste management project: Using a survey of professional forecasters to provide reliable projections until 2035 1 1 16 16 2 3 41 41
Data-driven simulation modeling of the checkout process in supermarkets: Insights for decision support in retail operations 0 0 3 34 1 1 10 120
Day-ahead electricity price forecasting with high-dimensional structures: Univariate vs. multivariate modeling frameworks 1 2 2 56 2 3 4 80
Day-ahead electricity price forecasting with high-dimensional structures: Univariate vs. multivariate models 0 1 10 238 1 5 19 459
Difficulty is critical: Psychological factors in modeling diffusion of green products and practices 0 0 1 55 1 1 4 170
Diffusion and adoption of dynamic electricity tariffs: An agent-based modeling approach 0 0 0 75 0 1 4 156
Diffusion of innovation within an agent-based model: Spinsons, independence and advertising 0 0 1 186 1 1 9 444
Discounting of delayed payoffs (Rzecz o dyskontowaniu odroczonych wyplat) 0 0 0 10 0 0 2 77
Distributional neural networks for electricity price forecasting 0 1 2 34 1 4 9 59
Efficient estimation of Markov regime-switching models: An application to electricity spot prices 0 0 0 371 0 0 4 847
Efficient estimation of Markov regime-switching models: An application to electricity wholesale market prices 0 0 0 175 0 1 3 346
Efficient forecasting of electricity spot prices with expert and LASSO models 0 0 1 52 0 0 4 87
Electricity Price Forecasting: The Dawn of Machine Learning 0 0 6 171 0 1 15 341
Electricity price forecasting 0 1 6 155 0 2 13 332
Electricity price forecasting 2 4 17 538 3 9 32 1,636
Electricity price forecasting: A review of the state-of-the-art with a look into the future 2 5 12 371 6 14 46 872
Energy forecasting: A review and outlook 0 0 2 300 1 3 6 792
Energy price risk management 0 0 0 60 0 0 3 225
Erratum to 'Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark' [Appl. Energy 293 (2021) 116983] 1 2 6 52 3 8 25 124
Estimating long range dependence: finite sample properties and confidence intervals 0 1 3 91 0 1 6 340
Evaluating the performance of VaR models in energy markets 0 0 1 151 0 0 2 232
Evolution in a changing environment 0 0 0 13 1 1 4 116
Extrapolating the long-term seasonal component of electricity prices for forecasting in the day-ahead market 3 7 51 81 10 15 83 127
FORECASTING SPOT ELECTRICITY PRICES WITH TIME SERIES MODELS 0 0 2 1,272 0 1 9 2,495
FX Smile in the Heston Model 0 0 0 143 1 1 14 449
FX Smile in the Heston Model 0 0 0 57 0 0 1 204
FX Smile in the Heston Model 0 0 0 34 2 2 5 191
FX smile in the Heston model 0 0 1 100 0 1 4 305
Forecasting Electricity Prices 1 2 10 49 2 6 32 110
Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark 1 1 2 39 1 3 5 77
Forecasting of daily electricity prices with factor models: Utilizing intra-day and inter-zone relationships 0 0 0 115 0 0 4 185
Forecasting of daily electricity spot prices by incorporating intra-day relationships: Evidence form the UK power market 0 0 0 177 0 1 3 363
Forecasting spot electricity prices: A comparison of parametric and semiparametric time series models 0 0 1 230 0 0 3 573
Forecasting the occurrence of electricity price spikes in the UK power market 0 2 3 223 0 2 8 466
Forecasting wholesale electricity prices: A review of time series models 0 0 0 127 0 0 3 303
Going green: Agent-based modeling of the diffusion of dynamic electricity tariffs 0 0 2 139 1 1 16 279
Goodness-of-fit testing for regime-switching models 0 0 0 140 2 2 4 245
Goodness-of-fit testing for the marginal distribution of regime-switching models 0 0 0 55 1 1 3 159
Habitat momentum 0 0 0 7 0 0 1 65
Heavy tails and electricity prices 0 0 2 33 0 1 7 168
Heavy tails and electricity prices: Do time series models with non-Gaussian noise forecast better than their Gaussian counterparts? 0 0 0 226 0 0 2 507
Heavy-tailed distributions in VaR calculations 0 0 3 322 0 0 5 895
Heavy-tails and regime-switching in electricity prices 0 0 1 79 1 2 8 176
How effective is advertising in duopoly markets? 0 0 0 9 0 0 4 80
How effective is advertising in duopoly markets? 0 0 0 285 0 0 0 1,048
Hurst analysis of electricity price dynamics 0 0 0 63 0 4 8 202
Identifying spikes and seasonal components in electricity spot price data: A guide to robust modeling 0 1 1 121 1 2 4 227
Impact of social interactions on demand curves for innovative products 0 0 0 69 0 1 2 102
Importance of the long-term seasonal component in day-ahead electricity price forecasting revisited: Neural network models 0 0 3 168 1 2 9 320
Importance of the long-term seasonal component in day-ahead electricity price forecasting revisited: Parameter-rich models estimated via the LASSO 0 0 1 54 0 1 4 115
Improving short term load forecast accuracy via combining sister forecasts 0 0 0 234 0 0 2 441
Inference for Markov-regime switching models of electricity spot prices 0 0 2 224 0 0 13 494
Interval forecasting of spot electricity prices 0 0 0 31 1 1 3 121
Is Human Visual Activity in Simple Human-Computer Interaction Search Tasks a Lévy Flight? 0 0 0 0 0 0 1 31
Levy-stable distributions revisited: tail index > 2 does not exclude the Levy-stable regime 0 0 0 621 2 3 6 1,460
Levy-stable distributions revisited: tail index > 2 does not exclude the Levy-stable regime 0 0 0 106 0 3 10 548
Loss Distributions 0 0 3 181 1 3 12 532
Loss functions in regression models: Impact on profits and risk in day-ahead electricity trading 4 9 61 81 4 17 93 140
Market price of risk implied by Asian-style electricity options 0 0 0 629 0 0 1 1,424
Measuring long-range dependence in electricity prices 0 0 0 50 0 0 4 135
Merging quantile regression with forecast averaging to obtain more accurate interval forecasts of Nord Pool spot prices 0 1 3 141 1 4 9 239
Modeling and forecasting electricity loads: A comparison 0 0 0 1,265 0 3 5 2,858
Modeling and forecasting of the long-term seasonal component of the EEX and Nord Pool spot prices 0 1 2 153 0 1 7 331
Modeling catastrophe claims with left-truncated severity distributions (extended version) 0 0 0 28 0 0 1 183
Modeling consumer opinions towards dynamic pricing: An agent-based approach 0 0 2 80 0 1 6 207
Modeling electricity loads in California: ARMA models with hyperbolic noise 0 0 0 54 0 0 1 195
Modeling electricity prices with regime switching models 0 0 0 1,032 0 0 1 1,887
Modeling electricity prices: jump diffusion and regime switching 0 0 0 221 0 0 1 607
Modeling electricity spot prices: Regime switching models with price-capped spike distributions 0 0 0 106 0 0 0 199
Modeling highly volatile and seasonal markets: evidence from the Nord Pool electricity market 0 0 5 690 1 2 12 1,270
Modeling the risk process in the XploRe computing environment 0 0 0 131 0 0 3 363
Modeling the risk process in the XploRe computing environment 0 0 0 2 0 0 1 56
Modelling catastrophe claims with left-truncated severity distributions (extended version) 0 0 0 49 0 1 5 250
Modelling price spikes in electricity markets - the impact of load, weather and capacity 0 0 4 206 0 1 10 475
Models for Heavy-tailed Asset Returns 0 0 0 201 1 1 4 455
Models for Heavy-tailed Asset Returns 0 0 1 40 0 0 6 200
Models for heavy-tailed asset returns 0 0 1 71 0 0 3 210
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx 0 0 1 52 2 8 17 130
Neural networks in day-ahead electricity price forecasting: Single vs. multiple outputs 0 0 1 44 0 1 4 67
On detecting and modeling periodic correlation in financial data 0 0 0 280 0 1 1 634
On the importance of the long-term seasonal component in day-ahead electricity price forecasting 0 0 2 116 0 1 12 210
On the importance of the long-term seasonal component in day-ahead electricity price forecasting. Part II – Probabilistic forecasting 0 1 1 132 0 1 3 281
Origins of scaling in FX markets 0 0 0 35 0 0 1 154
Origins of the scaling behaviour in the dynamics of financial data 0 0 0 18 0 0 3 127
Outflow Dynamics in Modeling Oligopoly Markets: The Case of the Mobile Telecommunications Market in Poland 0 0 2 56 0 0 7 204
Outflow Dynamics in Modeling Oligopoly Markets: The Case of the Mobile Telecommunications Market in Poland 0 0 1 25 0 0 2 107
Outlier Treatment and Robust Approaches for Modeling Electricity Spot Prices 0 0 1 242 0 0 6 687
Performance of the estimators of stable law parameters 0 0 0 31 0 1 4 135
Point and interval forecasting of wholesale electricity prices: Evidence from the Nord Pool market 0 0 0 199 0 0 0 648
PostForecasts.jl: A Julia package for probabilistic forecasting by postprocessing point predictions 2 8 33 33 5 21 77 77
Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression 0 0 2 12 1 1 17 26
Power markets in Poland and worldwide (Rynki energii elektrycznej w Polsce i na swiecie) 0 0 0 13 0 0 2 129
Pricing European options on instruments with a constant dividend yield: The randomized discrete-time approach 0 0 0 16 0 0 1 135
Principal Components Analysis in implied volatility modeling (Analiza skladowych glownych w modelowaniu implikowanej zmiennosci) 0 0 0 49 0 0 2 247
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 1 1 3 158 1 3 14 305
Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging 0 0 7 281 0 3 18 602
Probabilistic intraday electricity price forecasting using generative machine learning 0 0 0 0 0 0 0 0
Probabilistic load forecasting via Quantile Regression Averaging of independent expert forecasts 0 0 0 183 0 1 5 360
Probabilistic load forecasting via Quantile Regression Averaging on sister forecasts 0 0 5 512 0 0 15 1,079
Property insurance loss distributions 0 0 0 110 0 1 2 440
Recent advances in electricity price forecasting: A review of probabilistic forecasting 0 3 8 438 2 6 20 922
Regime-switching models for electricity spot prices: Introducing heteroskedastic base regime dynamics and shifted spike distributions 0 0 0 118 0 0 3 288
Regularized Quantile Regression Averaging for probabilistic electricity price forecasting 1 1 4 160 2 4 13 203
Revisiting the relationship between spot and futures prices in the Nord Pool electricity market 0 0 2 398 0 0 7 395
Rewiring the network. What helps an innovation to diffuse? 0 0 0 111 0 0 3 100
Robust estimation and forecasting of the long-term seasonal component of electricity spot prices 0 0 0 267 0 0 4 588
Robust estimation and forecasting of the long-term seasonal component of electricity spot prices 0 0 0 65 0 0 3 124
Scaling in currency exchange: A Conditionally Exponential Decay approach 0 0 0 6 1 2 4 114
Selection of calibration windows for day-ahead electricity price forecasting 0 0 3 72 2 2 11 110
Short- and mid-term forecasting of baseload electricity prices in the UK: The impact of intra-day price relationships and market fundamentals 0 0 4 159 0 1 7 315
Short-term electricity price forecasting with time series models: A review and evaluation 1 2 15 506 1 7 35 1,311
Simulation modeling of epidemic risk in supermarkets: Investigating the impact of social distancing and checkout zone design 0 1 1 60 2 3 6 149
Simulation of Risk Processes 0 0 0 97 0 0 1 299
Simulation of risk processes 0 0 0 27 0 1 1 141
Stable distributions 0 1 2 238 1 2 6 468
Stealing Accuracy: Predicting Day-ahead Electricity Prices with Temporal Hierarchy Forecasting (THieF) 1 1 1 1 1 1 1 1
Stealing accuracy: Predicting day-ahead electricity prices with Temporal Hierarchy Forecasting (THieF) 0 0 0 0 0 0 0 0
Structure and stylized facts of a deregulated power market 0 0 0 109 0 0 0 375
The relationship between spot and futures CO2 emission allowance prices in the EU-ETS 0 0 3 324 1 2 11 1,386
The role of educational trainings in the diffusion of smart metering platforms: An agent-based modeling approach 0 0 0 32 0 0 3 86
To combine or not to combine? Recent trends in electricity price forecasting 0 1 8 190 0 2 18 365
Trading on short-term path forecasts of intraday electricity prices 0 0 12 147 6 6 29 277
Trading on short-term path forecasts of intraday electricity prices. Part II -- Distributional Deep Neural Networks 1 3 21 87 2 12 64 176
Turning green: Agent-based modeling of the adoption of dynamic electricity tariffs 0 0 0 97 0 0 1 215
Two faces of word-of-mouth: Understanding the impact of social interactions on demand curves for innovative products 0 0 0 46 0 0 4 178
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO 0 1 4 195 0 1 9 344
Variance stabilizing transformations for electricity spot price forecasting 2 4 10 199 2 4 20 745
Visualization tools for insurance risk processes 0 0 0 30 1 1 6 172
Total Working Papers 25 77 442 24,270 105 292 1,398 59,555


Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A SIMPLE MODEL OF PRICE FORMATION 0 0 0 2 0 0 0 16
A conditionally exponential decay approach to scaling in finance 0 0 0 6 1 1 3 42
A new model of mass extinctions 0 0 0 2 0 0 0 23
A note on using the Hodrick–Prescott filter in electricity markets 0 0 4 37 0 0 7 123
A semiparametric factor model for electricity forward curve dynamics 0 0 0 0 0 0 7 7
An empirical comparison of alternate regime-switching models for electricity spot prices 1 2 7 102 1 7 19 301
An empirical comparison of alternative schemes for combining electricity spot price forecasts 0 1 4 59 0 4 17 193
Automated Variable Selection and Shrinkage for Day-Ahead Electricity Price Forecasting 0 0 1 20 0 0 3 93
Averaging Predictive Distributions Across Calibration Windows for Day-Ahead Electricity Price Forecasting 0 0 0 6 0 1 4 39
Balancing Generation from Renewable Energy Sources: Profitability of an Energy Trader 0 0 0 6 1 2 3 42
Beating the Naïve—Combining LASSO with Naïve Intraday Electricity Price Forecasts 0 0 0 8 1 3 3 30
Carbon pricing and electricity markets — The case of the Australian Clean Energy Bill 0 0 1 31 0 1 4 113
Combining predictive distributions of electricity prices. Does minimizing the CRPS lead to optimal decisions in day-ahead bidding? 1 2 4 8 1 3 12 32
Computing electricity spot price prediction intervals using quantile regression and forecast averaging 0 0 3 33 0 1 10 105
Convenience Yields and Risk Premiums in the EU‐ETS—Evidence from the Kyoto Commitment Period 0 1 1 13 0 2 6 50
DIFFUSION OF INNOVATION WITHIN AN AGENT-BASED MODEL: SPINSONS, INDEPENDENCE AND ADVERTISING 0 0 0 2 0 0 5 24
Day-ahead electricity price forecasting with high-dimensional structures: Univariate vs. multivariate modeling frameworks 0 0 4 50 1 3 15 169
Difficulty is critical: The importance of social factors in modeling diffusion of green products and practices 0 0 1 14 1 1 4 71
Discussion on ‘Electrical load forecasting by exponential smoothing with covariates’ 0 0 1 5 0 0 2 13
Distributional neural networks for electricity price forecasting 0 1 8 17 0 6 20 56
Efficient Forecasting of Electricity Spot Prices with Expert and LASSO Models 0 0 0 6 0 1 2 49
Efficient estimation of Markov regime-switching models: An application to electricity spot prices 0 0 0 64 0 0 2 154
Electricity price forecasting: A review of the state-of-the-art with a look into the future 0 2 11 147 4 11 46 493
Energy price risk management 0 0 0 9 1 1 5 65
Estimating long-range dependence: finite sample properties and confidence intervals 0 1 3 45 1 2 13 162
Extrapolating the long-term seasonal component of electricity prices for forecasting in the day-ahead market 0 0 0 0 0 1 1 1
Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark 0 0 3 16 0 2 18 72
Forecasting of daily electricity prices with factor models: utilizing intra-day and inter-zone relationships 0 0 0 12 0 0 3 58
Forecasting spot electricity prices: A comparison of parametric and semiparametric time series models 0 0 0 201 0 3 11 557
Goodness-of-fit testing for the marginal distribution of regime-switching models with an application to electricity spot prices 0 0 0 31 1 1 4 105
Heavy-tails and regime-switching in electricity prices 0 0 0 12 0 2 4 68
How effective is advertising in duopoly markets? 0 0 1 4 0 0 2 49
Hurst analysis of electricity price dynamics 0 0 0 17 0 3 6 54
Identifying spikes and seasonal components in electricity spot price data: A guide to robust modeling 0 2 2 146 0 4 10 481
Importance of the Long-Term Seasonal Component in Day-Ahead Electricity Price Forecasting Revisited: Parameter-Rich Models Estimated via the LASSO 0 0 0 5 0 1 2 17
Improving short term load forecast accuracy via combining sister forecasts 0 0 0 22 1 1 4 88
Is the Person-Situation Debate Important for Agent-Based Modeling and Vice-Versa? 0 0 0 0 1 1 2 8
LEVY-STABLE DISTRIBUTIONS REVISITED: TAIL INDEX> 2DOES NOT EXCLUDE THE LEVY-STABLE REGIME 0 0 0 2 0 0 1 27
Loss functions in regression models: Impact on profits and risk in day-ahead electricity trading 0 0 0 0 0 0 0 0
Market price of risk implied by Asian-style electricity options and futures 0 1 1 109 0 1 7 293
Modeling electricity loads in California: a continuous-time approach 0 0 0 11 0 0 2 40
Modeling electricity prices: jump diffusion and regime switching 0 0 3 48 2 2 10 141
Modelling catastrophe claims with left-truncated severity distributions 0 0 0 33 0 0 1 96
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx 1 3 9 17 3 6 30 71
On detecting and modeling periodic correlation in financial data 0 0 0 12 0 0 1 55
On the Chambers-Mallows-Stuck method for simulating skewed stable random variables 0 0 11 278 1 6 32 580
On the importance of the long-term seasonal component in day-ahead electricity price forecasting 0 2 5 34 1 3 16 127
On the importance of the long-term seasonal component in day-ahead electricity price forecasting with NARX neural networks 1 1 1 19 1 2 7 59
On the importance of the long-term seasonal component in day-ahead electricity price forecasting: Part II — Probabilistic forecasting 0 0 0 18 0 2 7 61
Operational Research: methods and applications 0 0 1 1 0 1 5 7
Origins of the scaling behaviour in the dynamics of financial data 0 0 0 3 0 0 2 34
Point and Interval Forecasting of Spot Electricity Prices: Linear vs. Non-Linear Time Series Models 0 0 4 202 0 0 7 565
Point of Sale (POS) Data from a Supermarket: Transactions and Cashier Operations 0 1 3 19 1 4 10 71
Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression 0 1 2 2 0 1 8 8
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 0 0 1 17 1 5 11 64
Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging 0 1 5 52 2 5 16 173
Property insurance loss distributions 0 0 3 22 1 1 5 107
Recent advances in electricity price forecasting: A review of probabilistic forecasting 2 4 16 206 3 19 76 658
Regularized quantile regression averaging for probabilistic electricity price forecasting 1 2 10 39 8 11 35 98
Revisiting the relationship between spot and futures prices in the Nord Pool electricity market 0 0 10 68 1 3 23 262
Robust estimation and forecasting of the long-term seasonal component of electricity spot prices 0 0 4 72 0 0 9 204
Scaling in currency exchange: a conditionally exponential decay approach 0 0 0 2 0 0 1 17
Selection of Calibration Windows for Day-Ahead Electricity Price Forecasting 0 0 1 3 0 0 3 37
The role of educational trainings in the diffusion of smart metering platforms: An agent-based modeling approach 0 0 0 5 0 0 3 43
Trading on short-term path forecasts of intraday electricity prices 1 1 13 56 4 6 39 159
Turning green: Agent-based modeling of the adoption of dynamic electricity tariffs 0 1 1 52 3 7 11 188
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO 0 2 3 31 1 7 12 117
Total Journal Articles 8 32 166 2,591 49 161 669 8,385


Book File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
Financial Engineering: Derivatives pricing, Computer simulations, Market statistics (Inzynieria finansowa: Wycena instrumentow pochodnych, Symulacje komputerowe, Statystyka rynku) 0 0 3 454 0 7 38 1,634
Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach 4 15 51 1,317 13 29 105 3,080
Power Exchange: Risk management strategies (Gielda Energii: Strategie zarzadzania ryzykiem) 0 0 2 128 0 2 7 453
Total Books 4 15 56 1,899 13 38 150 5,167


Chapter File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
Blackouts, risk, and fat-tailed distributions 0 0 0 0 0 0 2 6
Forecasting Wholesale Electricity Prices: A Review of Time Series Models 0 0 0 0 0 0 0 5
What is the Probability of an Electricity Price Spike? Evidence from the UK Power Market 0 0 0 9 0 0 1 23
Total Chapters 0 0 0 9 0 0 3 34


Software Item File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
AWC_HURST: MATLAB function to compute the Hurst exponent using the Average Wavelet Coefficient (AWC) method 2 3 19 957 2 5 33 2,096
CHRISTOF: MATLAB function to perform Christoffersen's (1998) tests of coverage 1 1 11 1,077 2 3 26 2,676
CI_POWERTAIL: MATLAB function to test for 'dragon kings' vs. 'black swans' 0 2 5 201 0 3 12 565
CI_WEIBULLTAIL: MATLAB function to test for 'dragon kings' in Weibull-type tails 0 0 1 164 2 5 10 612
COR: MATLAB function to compute the correlation coefficients 0 0 1 819 1 2 9 6,805
DESEASONALIZE: MATLAB function to remove short and long term seasonal components 0 0 2 1,668 0 0 6 4,574
DESEASONALIZE: MATLAB function to remove short and long term seasonal components (new implementation) 0 2 8 483 1 4 21 1,009
DFA: MATLAB function to compute the Hurst exponent using Detrended Fluctuation Analysis (DFA) 1 4 27 2,970 5 20 71 7,811
ENERGIES_14_3249_MATLAB: MATLAB codes for computing combinations of electricity spot price forecasts as utilized in Jedrzejewski et al. (2021) Energies 14, 3249 0 0 2 29 0 5 11 92
ENERGIES_14_3249_PYTHON: Market data and PYTHON codes for computing electricity spot price forecasts using LASSO-estimated AR (LEAR) models as utilized in Jedrzejewski et al. (2021) Energies 14, 3249 0 1 12 136 0 7 40 400
ENERGIES_9_621_CODES: MATLAB codes for computing electricity spot price forecasts from "Automated variable selection and shrinkage for day-ahead electricity price forecasting" 1 2 14 315 9 20 53 721
ENERGIES_9_621_FIGS: MATLAB codes and data for plotting figures from "Automated variable selection and shrinkage for day-ahead electricity price forecasting" 2 4 13 187 3 5 25 534
EPFTOOLBOX: The first open-access PYTHON library for driving research in electricity price forecasting (EPF) 1 4 23 144 6 24 104 682
E_HMM: MATLAB function to calculate Electromagnetic Field (EMF) intensity using a Hidden Markov Model (HMM) filter 0 0 2 178 2 5 15 733
Financial Engineering Toolbox (FET) ver. 2.5 for MATLAB 0 0 1 179 1 4 8 527
GARMANKOHLHAGEN: MATLAB function to evaluate European FX option prices in the Garman and Kohlhagen (1983) model 0 0 1 236 0 0 2 899
GPH: MATLAB function to estimate the Hurst exponent using the Geweke-Porter-Hudak (1983) spectral estimator (periodogram regression method) 0 3 11 855 3 9 25 2,097
HESTONFFTVANILLA: MATLAB function to evaluate European FX option prices in the Heston (1993) model using the FFT approach of Carr and Madan (1999) 0 0 0 318 0 0 2 697
HESTONVANILLA: MATLAB function to evaluate European FX option prices in the Heston (1993) model 0 0 0 145 0 0 1 407
HESTONVANILLAFITSMILE: MATLAB function to fit the Heston (1993) option pricing model to the FX market implied volatility smile 0 0 1 184 1 1 4 553
HESTONVANILLALIPTON: MATLAB function to evaluate European FX option prices in the Heston (1993) model using the approach of Lipton (2002) 0 0 2 104 0 0 6 384
HESTONVANILLASMILE: MATLAB function to compute the volatility smile implied by the Heston (1993) option pricing model 0 0 0 380 1 1 2 1,123
HOLTWINTERS: MATLAB function to compute forecasts of the Holt-Winters exponential smoothing model 0 2 39 1,071 2 7 98 3,152
HURST: MATLAB function to compute the Hurst exponent using R/S Analysis 4 14 77 5,610 9 32 172 13,917
LTSCSIMPLE: MATLAB function to estimate and forecast the long-term seasonal component (LTSC) of an electricity spot price series using simple methods 0 0 0 219 0 1 4 492
LTSCSIN: MATLAB function to estimate and forecast the long-term seasonal component (LTSC) of an electricity spot price series using sine-based methods 0 1 1 170 0 2 12 394
LTSCWAVE: MATLAB function to estimate and forecast the long-term seasonal component (LTSC) of an electricity spot price series using wavelet-based methods 1 1 2 214 1 1 4 426
LTSC_EXAMPLE: MATLAB example script and data for "Robust estimation and forecasting of the long-term seasonal component of electricity spot prices" 0 0 0 241 0 0 2 528
MFE Toolbox ver. 1.0.1 for MATLAB 0 0 5 1,271 0 3 13 3,109
MRJD_MLE: MATLAB function to estimate parameters of a Mean-Reverting Jump-Diffusion (MRJD) process using maximum likelihood 2 2 12 1,636 6 8 44 3,823
MRJD_PRED: MATLAB function to make a one-step ahead prediction of a Mean-Reverting Jump-Diffusion (MRJD) process 0 0 1 265 1 2 5 724
MRJD_SIM: MATLAB function to simulate trajectories of a Mean-Reverting Jump-Diffusion (MRJD) process 0 0 1 1,039 0 2 8 2,689
MRS2IR_EST: MATLAB function to estimate parameters of a Markov regime-switching (MRS) model with 2 independent regimes 0 0 1 642 0 0 9 1,579
MRS2IR_SIM: MATLAB function to simulate trajectories of a Markov regime-switching (MRS) model with 2 independent regimes 0 0 3 307 0 0 6 698
MRS2_PLOT: MATLAB function to plot calibration results for a Markov regime-switching (MRS) model with 2 regimes 0 1 1 235 0 1 4 586
MRS3IR_EST: MATLAB function to estimate parameters of a Markov regime-switching (MRS) model with 3 independent regimes 0 1 2 433 0 1 7 907
MRS3IR_SIM: MATLAB function to simulate trajectories of a Markov regime-switching (MRS) model with 3 independent regimes 0 1 2 364 0 1 19 746
MRS3_PLOT: MATLAB function to plot calibration results for a Markov regime-switching (MRS) model with 3 regimes 0 0 0 273 1 1 3 683
ORD_33_103_R_Data: R notebook and data to replicate the results presented in Nitka and Weron (2023) Operations Research and Decisions 33(3), 105-118 1 2 8 18 1 5 21 48
PDFHESTON: MATLAB function to evaluate the probability density function in the Heston (1993) model 0 0 0 213 0 1 1 545
PERIODOG: MATLAB function to compute and plot the periodogram of a time series 1 2 6 938 2 3 16 2,823
PS2R_EST: MATLAB function to estimate parameters of a 2-regime parameter switching (PS) model 0 1 1 257 0 1 4 542
PS2R_SIM: MATLAB function to simulate trajectories of a 2-regime parameter switching (PS) model 0 0 1 181 0 0 2 461
REMST: MATLAB function to remove trend and seasonal component using the moving average method 0 0 1 1,290 0 3 12 3,620
RUNNINGMEDIAN: MATLAB function to compute a running median of a time series 0 0 1 272 0 0 3 1,041
SCAR: MATLAB function to compute day-ahead predictions of the electricity spot price using the Seasonal Component AutoRegressive (SCAR) model 0 0 0 175 0 0 4 378
SCAR_EXAMPLE: MATLAB codes and data for "On the importance of the long-term seasonal component in day-ahead electricity price forecasting" 0 1 5 262 0 1 10 476
SIMGBM: MATLAB function to simulate trajectories of Geometric Brownian Motion (GBM) 0 0 1 777 1 1 7 2,828
SIMGBM: MATLAB function to simulate trajectories of Geometric Brownian Motion (GBM) 0 0 1 402 1 1 5 1,378
SIMHESTON: MATLAB function to simulate trajectories of the spot price and volatility processes in the Heston (1993) model 0 0 0 510 0 2 5 1,202
SNDE06_EXAMPLE: MATLAB codes and data for "Point and Interval Forecasting of Spot Electricity Prices: Linear vs. Non-Linear Time Series Models" 0 0 0 146 0 2 5 284
STABLECULL: MATLAB function to estimate stable distribution parameters using the quantile method of McCulloch 0 0 2 365 0 0 4 761
STABLEPDF_FFT: MATLAB function to compute the stable distribution probability density function (pdf) via FFT 0 0 1 625 1 2 6 1,934
STABLEREG: MATLAB function to estimate stable distribution parameters using the regression method of Koutrouvelis 0 0 1 359 0 0 7 922
STABLEREGKW: MATLAB function to estimate stable distribution parameters using the regression method of Kogon and Williams 0 0 1 420 0 0 4 1,014
STABLERND: MATLAB function to generate random numbers from the stable distribution 1 1 3 565 2 2 9 1,553
STF2HES: MATLAB functions for "FX smile in the Heston model" 0 0 0 239 0 1 3 663
STF2HES_EX: MATLAB example scripts for "FX smile in the Heston model" 0 0 1 132 1 1 11 482
The World According to Spinson (WAS): Standalone application for simulating agent-based models 0 0 2 135 0 1 8 471
Total Software Items 18 56 339 34,000 68 212 1,043 93,876


Statistics updated 2025-09-05