S&P 500 index analysis : the effects of the 2008 financial crisis
Bibliographic record
Abstract
The Standard and Poor 500 index is one of the most popular indexes in the world and its fluctuations have a lot to say about indices in general and about the international stock market.This paper will attempt to analyze the Standard and Poor 500 index in terms of its survival of the 2008 financial crisis, considering all the variables that are made publically available.Furthermore, this paper will use complex models as well as simple graphing to check the veracity of claims made about S&P around the time of the financial crisis.The purpose of this paper is to deduce where the S&P is headed.The 2008 financial crisis scandal had hurt the S&P in many ways and it had lost both credibility and face.However, in deciding whether or not the S&P is useful and profitable as an index, a colder, more objective approach is required.Furthermore, this paper will analyze the cause and effect of the precursors of the stock market crash to both show whether S&P could have prevented it and to prevent it from happening in the future.Hopefully, this paper will serve to clarify the situation as well as define the changes in the S&P over time and relate them to the changes in other stocks as well, such as the Dow Jones Industrial Standard.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".