The Econometric Analysis of Network Data
Editat de Bryan Graham, Aureo de Paulaen Limba Engleză Paperback – 19 mai 2020
- Answers both ‘why’ and ‘how’ questions in network analysis, bridging the gap between practice and theory allowing for the easier entry of novices into complex technical literature and computation
- Fully describes multiple worked examples from the literature and beyond, allowing empirical researchers and data scientists to quickly access the ‘state of the art’ versioned for their domain environment, saving them time and money
- Disciplined structure provides latitude for multiple sources of expertise while retaining an integrated and pedagogically focused authorial voice, ensuring smooth transition and easy progression for readers
- Fully supported by companion site code repository
- 40+ diagrams of ‘networks in the wild’ help visually summarize key points
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Specificații
ISBN-13: 9780128117712
ISBN-10: 0128117710
Pagini: 244
Dimensiuni: 152 x 229 x 21 mm
Greutate: 0.33 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0128117710
Pagini: 244
Dimensiuni: 152 x 229 x 21 mm
Greutate: 0.33 kg
Editura: ELSEVIER SCIENCE
Public țintă
Graduate students, first year PhDs, and active researchers in economics, computer science, statistics and related fields. Also relevant to data scientists in industry including Google, Amazon, Facebook and startupsCuprins
1. Introduction
2. Dyadic regression
3. Strategic network formation
4. Testing for externalities in network formation using simulation
5. Econometric analysis of bipartite networks
6. An empirical model for strategic network formation
7. Econometric analysis of models with social interactions
8. Many player asymptotics for large network formation problems
2. Dyadic regression
3. Strategic network formation
4. Testing for externalities in network formation using simulation
5. Econometric analysis of bipartite networks
6. An empirical model for strategic network formation
7. Econometric analysis of models with social interactions
8. Many player asymptotics for large network formation problems