## Abstract

**We evaluate Workday prediction models with Volume + Moving Average and ElasticNet Regression ^{1,2,3,4} and conclude that the WDAY stock is predictable in the short/long term. **

**According to price forecasts for (n+8 weeks) period: The dominant strategy among neural network is to Buy WDAY stock.**

**WDAY, Workday, stock forecast, machine learning based prediction, risk rating, buy-sell behaviour, stock analysis, target price analysis, options and futures.**

*Keywords:*## Key Points

- Is now good time to invest?
- Dominated Move
- Is it better to buy and sell or hold?

## WDAY Target Price Prediction Modeling Methodology

We consider Workday Stock Decision Process with ElasticNet Regression where A is the set of discrete actions of WDAY stock holders, F is the set of discrete states, P : S × F × S → R is the transition probability distribution, R : S × F → R is the reaction function, and γ ∈ [0, 1] is a move factor for expectation.^{1,2,3,4}

F(ElasticNet Regression)

^{5,6,7}= $\begin{array}{cccc}{p}_{\mathrm{a}1}& {p}_{\mathrm{a}2}& \dots & {p}_{1n}\\ & \vdots \\ {p}_{j1}& {p}_{j2}& \dots & {p}_{jn}\\ & \vdots \\ {p}_{k1}& {p}_{k2}& \dots & {p}_{kn}\\ & \vdots \\ {p}_{n1}& {p}_{n2}& \dots & {p}_{nn}\end{array}$ X R(Volume + Moving Average) X S(n):→ (n+8 weeks) $\begin{array}{l}\int {r}^{s}\mathrm{rs}\end{array}$

n:Time series to forecast

p:Price signals of WDAY stock

j:Nash equilibria

k:Dominated move

a:Best response for target price

For further technical information as per how our model work we invite you to visit the article below:

How do AC Investment Research machine learning (predictive) algorithms actually work?

## WDAY Stock Forecast (Buy or Sell) for (n+8 weeks)

**Sample Set:**Neural Network

**Stock/Index:**WDAY Workday

**Time series to forecast n: 01 Sep 2022**for (n+8 weeks)

**According to price forecasts for (n+8 weeks) period: The dominant strategy among neural network is to Buy WDAY stock.**

**X axis: *Likelihood%** (The higher the percentage value, the more likely the event will occur.)

**Y axis: *Potential Impact%** (The higher the percentage value, the more likely the price will deviate.)

**Z axis (Yellow to Green): *Technical Analysis%**

## Conclusions

Workday assigned short-term Ba3 & long-term Baa2 forecasted stock rating.** We evaluate the prediction models Volume + Moving Average with ElasticNet Regression ^{1,2,3,4} and conclude that the WDAY stock is predictable in the short/long term.**

**According to price forecasts for (n+8 weeks) period: The dominant strategy among neural network is to Buy WDAY stock.**

### Financial State Forecast for WDAY Stock Options & Futures

Rating | Short-Term | Long-Term Senior |
---|---|---|

Outlook* | Ba3 | Baa2 |

Operational Risk | 70 | 90 |

Market Risk | 67 | 61 |

Technical Analysis | 51 | 82 |

Fundamental Analysis | 71 | 60 |

Risk Unsystematic | 67 | 71 |

### Prediction Confidence Score

## References

- Bottou L. 1998. Online learning and stochastic approximations. In On-Line Learning in Neural Networks, ed. D Saad, pp. 9–42. New York: ACM
- Barkan O. 2016. Bayesian neural word embedding. arXiv:1603.06571 [math.ST]
- Breiman L, Friedman J, Stone CJ, Olshen RA. 1984. Classification and Regression Trees. Boca Raton, FL: CRC Press
- Bell RM, Koren Y. 2007. Lessons from the Netflix prize challenge. ACM SIGKDD Explor. Newsl. 9:75–79
- Tibshirani R. 1996. Regression shrinkage and selection via the lasso. J. R. Stat. Soc. B 58:267–88
- Wooldridge JM. 2010. Econometric Analysis of Cross Section and Panel Data. Cambridge, MA: MIT Press
- Friedman JH. 2002. Stochastic gradient boosting. Comput. Stat. Data Anal. 38:367–78

## Frequently Asked Questions

Q: What is the prediction methodology for WDAY stock?A: WDAY stock prediction methodology: We evaluate the prediction models Volume + Moving Average and ElasticNet Regression

Q: Is WDAY stock a buy or sell?

A: The dominant strategy among neural network is to Buy WDAY Stock.

Q: Is Workday stock a good investment?

A: The consensus rating for Workday is Buy and assigned short-term Ba3 & long-term Baa2 forecasted stock rating.

Q: What is the consensus rating of WDAY stock?

A: The consensus rating for WDAY is Buy.

Q: What is the prediction period for WDAY stock?

A: The prediction period for WDAY is (n+8 weeks)

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