Econometric Model Functional Forms

I need some advice in selecting the proper functional form to model the relationship between VIX & a group of S&P500 equities.

What I've read seems to center around GARCH and ARIMA models, neither of which I fully understand.

Does anyone have material or advice on these econometric models? It seems GARCH is used to model future stock returns based off the individual stock's previous values (rather than the values of a separate coefficient).

I am simply building a trading strategy to compliment an undergraduate honours thesis, and I believe the model will draw conclusions to optimize holding period/significance of relative levels of the VIX.

Any advice is much appreciated.

 

Sed facilis qui quos ipsum illo. Et eveniet consequatur quis suscipit. Sapiente reprehenderit totam nihil ducimus voluptatem ut. Sint ullam et laboriosam accusamus sit aut blanditiis error. Dignissimos sed eum dolor error laborum sed consequuntur.

"Finance is a gun. Politics is knowing when to pull the trigger" - Mario Puzo

Career Advancement Opportunities

May 2024 Hedge Fund

  • Point72 98.9%
  • D.E. Shaw 97.9%
  • Citadel Investment Group 96.8%
  • Magnetar Capital 95.8%
  • AQR Capital Management 94.7%

Overall Employee Satisfaction

May 2024 Hedge Fund

  • Magnetar Capital 98.9%
  • D.E. Shaw 97.8%
  • Blackstone Group 96.8%
  • Two Sigma Investments 95.7%
  • Citadel Investment Group 94.6%

Professional Growth Opportunities

May 2024 Hedge Fund

  • AQR Capital Management 99.0%
  • Point72 97.9%
  • D.E. Shaw 96.9%
  • Magnetar Capital 95.8%
  • Citadel Investment Group 94.8%

Total Avg Compensation

May 2024 Hedge Fund

  • Portfolio Manager (9) $1,648
  • Vice President (23) $474
  • Director/MD (12) $423
  • NA (6) $322
  • 3rd+ Year Associate (24) $287
  • Manager (4) $282
  • Engineer/Quant (71) $274
  • 2nd Year Associate (30) $251
  • 1st Year Associate (73) $190
  • Analysts (225) $179
  • Intern/Summer Associate (23) $131
  • Junior Trader (5) $102
  • Intern/Summer Analyst (251) $85
notes
16 IB Interviews Notes

“... there’s no excuse to not take advantage of the resources out there available to you. Best value for your $ are the...”

Leaderboard

1
redever's picture
redever
99.2
2
BankonBanking's picture
BankonBanking
99.0
3
Betsy Massar's picture
Betsy Massar
99.0
4
Secyh62's picture
Secyh62
99.0
5
dosk17's picture
dosk17
98.9
6
GameTheory's picture
GameTheory
98.9
7
kanon's picture
kanon
98.9
8
CompBanker's picture
CompBanker
98.9
9
numi's picture
numi
98.8
10
bolo up's picture
bolo up
98.8
success
From 10 rejections to 1 dream investment banking internship

“... I believe it was the single biggest reason why I ended up with an offer...”