Household-Specific Regressions Using Clickstream Data

نویسندگان

  • Avi Goldfarb
  • Qiang Lu
چکیده

This paper makes three contributions: (1) the paper provides a better understanding of online behavior by showing the main drivers of Internet portal choice, (2) the rich data allow for a deeper understanding of brand substitution patterns than previously possible and (3) the paper introduces a wider statistics community to a new data opportunity and a recently developed method.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Analysis & Visualization of EHR Patient Portal Clickstream Data

The purpose of this paper is the analysis of EHR clickstream data for patient portal to determine patient usage behavior by analyzing patterns found in the data. Clickstream data retains vital information trail of patient’s usage. Utilizing directed and undirected data mining techniques for data exploration and then visualizing specific patterns provide valuable information about how a patient ...

متن کامل

Analyzing Website Choice Using Clickstream Data

This paper estimates demand for Internet portals using a clickstream data panel of 2654 users. It shows that familiar econometric methodologies used to study grocery store scanner data can be applied to analyze advertising-supported Internet markets using clickstream data. In particular, it applies the methodology of Guadagni and Little (1983) to better understand households’ Internet portal ch...

متن کامل

Discovery of Significant Usage Patterns from Clusters of Clickstream Data

Discovery of usage patterns from Web data is one of the primary purposes for Web Usage Mining. In this paper, a variation of “user preferred navigational trail” called Significant Usage Pattern (SUP) is proposed. SUPs are patterns that are extracted from clustered abstracted clickstream data, with a higher normalized probability of occurrence and may begin/end with specific Web page(s). The nov...

متن کامل

Clickstream Data and Inventory Management: Model and Empirical Analysis

W e consider firms that feature their products on the Internet but take orders offline. Click and order data are disjoint on such non-transactional websites, and their matching is error-prone. Yet, their time separation may allow the firm to react and improve its tactical planning. We introduce a dynamic decision support model that augments the classic inventory planning model with additional c...

متن کامل

The Economic Value Of Clickstream Data From An Advertiser's Perspective

With the increasing share of online advertising, the amount of highly detailed data available on an individual consumer level has substantially increased over the last few years. Because there are costs associated with collecting, analyzing, and storing this type of data, it is important to understand the value of this specific type of personal data. In this paper, we illustrate the economic va...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2006