A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
Filters
Product Variety, Across-Market Demand Heterogeneity, and the Value of Online Retail
2018
Social Science Research Network
Preserved Fulltext
However, the large choice set leads to many products having zero local market shares. ...
Failing to account for across-market heterogeneity overstates the consumer welfare gain from increased online product variety. ...
For each counterfactual choice set, location level choice probabilities are then calculated according to Equation 3.1. ...
doi:10.2139/ssrn.3192621
fatcat:hpkogvapazdujfwr4ytd3hzka4
Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data
[article]
2018
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
for these latent characteristics, and these preferences are heterogeneous across users. ...
Finally, we show how the model can be used to analyze counterfactual questions such as what type of restaurant would attract the most consumers in a given location. ...
These are examples of questions about product design and product choice. ...
arXiv:1801.07826v1
fatcat:vh5mowrhang55jkdq3ikp3jtkm
Product Variety, Across-Market Demand Heterogeneity, and the Value of Online Retail
2016
Social Science Research Network
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
However, the large choice set leads to many products having zero local market shares. ...
Failing to account for across-market heterogeneity overstates the consumer welfare gain from increased online product variety. ...
For each counterfactual choice set, location level choice probabilities are then calculated according to Equation 3.1. ...
doi:10.2139/ssrn.2871513
fatcat:kxcjkknxlfdz3g65tpzwie7dsm
Product Variety, Across-Market Demand Heterogeneity, and the Value of Online Retail
2017
Social Science Research Network
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
However, the large choice set leads to many products having zero local market shares. ...
Failing to account for across-market heterogeneity overstates the consumer welfare gain from increased online product variety. ...
For each counterfactual choice set, location level choice probabilities are then calculated according to Equation 3.1. ...
doi:10.2139/ssrn.2993236
fatcat:pchq6jnxxbh7diqqojwz5njbma
Product Variety, Across-Market Demand Heterogeneity, and the Value of Online Retail
2017
Social Science Research Network
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
However, the large choice set leads to many products having zero local market shares. ...
Failing to account for across-market heterogeneity overstates the consumer welfare gain from increased online product variety. ...
For each counterfactual choice set, location level choice probabilities are then calculated according to Equation 3.1. ...
doi:10.2139/ssrn.3052237
fatcat:mhipmdsg7bdcvhncc5czvypmom
Market stealing and market expansion: an examination of product introductions in the organic coffee market
2017
Environmental Economics and Policy Studies
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2018; you can also visit the original URL.
The file type is application/pdf.
Market shares for organic products remain modest despite broad professed consumer interest in purchasing organic products. ...
We use counterfactual product introductions in an estimated demand model to systematically explore the links between product assortment and the market share for organic products. ...
Introducing this new synthetic product changes the ranking of the choice probabilities across households and these new choice probabilities are then used to compute the counterfactual market shares for ...
doi:10.1007/s10018-017-0194-5
fatcat:crtvlbm6ljgehix7ashxemzz4i
Short-Run Needs and Long-Term Goals: A Dynamic Model of Thirst Management
2015
Marketing science (Providence, R.I.)
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
Our attribute-need match model enables us to assess unmet demand for new products with attributes that match co-occurring occasion-specific needs. ...
B everage consumption occurs many times a day in response to short-run needs that fluctuate. ...
The conventional product or brand choice model uses information on purchases to make inferences about the utility consumers attach to various attributes of a product. ...
doi:10.1287/mksc.2015.0939
fatcat:fvthk7dopnhmtfigwdq4fjlpem
Short Run Needs and Long Term Goals: A Dynamic Model of Thirst Management
2012
Social Science Research Network
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
A novel feature of the model is that it allows for dynamics of consumption and stockpiling at the level of product attributes. ...
The model is used to evaluate introduction of new products in the beverage category and gain insight into the linkage between selfregulation and excess consumption. ...
The conventional product or brand choice model uses information on purchases to make inferences about the utility consumers attach to various attributes of a product. ...
doi:10.2139/ssrn.2028006
fatcat:ap7op3tzbngs7ddai3jdz726gi
Identification and Estimation of Forward-Looking Behavior: The Case of Consumer Stockpiling
2020
Marketing science (Providence, R.I.)
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
In an application to a storable good category, we find that weekly discount factors are very heterogeneous across consumers, and are on average 0.71. ...
depth for a product on its quantity sold by 18% in the short-term, and 15% in the long-term. ...
In many product categories, it may take consumers many periods to use up a package, meaning that the exclusion restrictions should hold for many values of inventory. ...
doi:10.1287/mksc.2019.1193
fatcat:mkgrko227nfbxcgi4tjai23quy
The choice at the checkout: Quantifying demand across payment instruments
2008
International Journal of Industrial Organization
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2006; you can also visit the original URL.
The file type is application/pdf.
The estimates are used to conduct several counterfactual experiments that predict consumer responses to alternative payment choices. ...
Using a new nationally representative survey, we transform consumers' responses to open-ended questions on reasons for using debit cards to estimate a characteristics-based discrete-choice demand model ...
product attributes allow the utility from product attributes to vary across consumers. ...
doi:10.1016/j.ijindorg.2007.07.006
fatcat:yb5kvh5dsrd4xcxbc7ehziwchq
The Choice at the Checkout: Quantifying Demand Across Payment Instruments
2006
Social Science Research Network
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2006; you can also visit the original URL.
The file type is application/pdf.
The estimates are used to conduct several counterfactual experiments that predict consumer responses to alternative payment choices. ...
Using a new nationally representative survey, we transform consumers' responses to open-ended questions on reasons for using debit cards to estimate a characteristics-based discrete-choice demand model ...
product attributes allow the utility from product attributes to vary across consumers. ...
doi:10.2139/ssrn.910880
fatcat:4mikhknrj5crdb3fupo5mrw7c4
The Economic Impact of Removing GEO-Blocking Restrictions in the EU Digital Single Market
2016
Social Science Research Network
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
Specifically, we define the counterfactual choice setwhere a number of products are added to the observed choice setsas = ′ + , where ′ is the modified domestic choice set, where a number of highly priced ...
These counterfactuals can be conceptualised as a two-stage game. In the first stage, consumers change behaviour and opt for price and variety arbitrage across country markets. ...
1 Calculated with data covering 4 product categories and ten countries for the period January 2012 to march 2015. ...
doi:10.2139/ssrn.2783647
fatcat:iqdvlavavzaulitj7bba4d43ym
Learning Counterfactual Representations for Estimating Individual Dose-Response Curves
2020
PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Here, we present a novel machine-learning approach towards learning counterfactual representations for estimating individual dose-response curves for any number of treatments with continuous dosage parameters ...
However, existing methods for learning to estimate counterfactual outcomes from observational data are either focused on estimating average dose-response curves, or limited to settings with only two treatments ...
However, performing prospective experiments is expensive, time-consuming, and, in many cases, ethically not justifiable (Schafer 1982) . ...
doi:10.1609/aaai.v34i04.6014
fatcat:mo5gjowsznc2haxsedda4jptc4
The Evolving Food Chain: Competitive Effects of Wal-Mart's Entry into the Supermarket Industry
2009
Journal of Economics and Management Strategy
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2015; you can also visit the original URL.
The file type is application/pdf.
Wal-Mart's price advantage over competitors for these products averages approximately 10%. ...
We use OLS and two IV specifications to estimate the effect of Wal-Mart's entry on competitors' prices of 24 grocery items across several categories. ...
The former entails learning across patients, while the latter is primarily within a patient. Preliminary results suggest that prescription choice is sensitive to many sources of information. ...
doi:10.1111/j.1530-9134.2009.00235.x
fatcat:aqesnkblojetlpljktqtzuerhi
The Evolving Food Chain: Competitive Effects of Wal-Mart's Entry into the Supermarket Industry
2007
Social Science Research Network
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2015; you can also visit the original URL.
The file type is application/pdf.
Wal-Mart's price advantage over competitors for these products averages approximately 10%. ...
We use OLS and two IV specifications to estimate the effect of Wal-Mart's entry on competitors' prices of 24 grocery items across several categories. ...
The former entails learning across patients, while the latter is primarily within a patient. Preliminary results suggest that prescription choice is sensitive to many sources of information. ...
doi:10.2139/ssrn.994460
fatcat:bwgsshwq2fffrmxs2q4tabqmhy
« Previous
Showing results 1 — 15 out of 6,237 results