## Abstract

**We evaluate Lowe's prediction models with Transfer Learning (ML) and Beta ^{1,2,3,4} and conclude that the LOW stock is predictable in the short/long term. **

**According to price forecasts for (n+4 weeks) period: The dominant strategy among neural network is to Hold LOW stock.**

**LOW, Lowe's, stock forecast, machine learning based prediction, risk rating, buy-sell behaviour, stock analysis, target price analysis, options and futures.**

*Keywords:*## Key Points

- Trading Signals
- Probability Distribution
- How accurate is machine learning in stock market?

## LOW Target Price Prediction Modeling Methodology

We consider Lowe's Stock Decision Process with Beta where A is the set of discrete actions of LOW 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(Beta)

^{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(Transfer Learning (ML)) X S(n):→ (n+4 weeks) $\sum _{i=1}^{n}\left({a}_{i}\right)$

n:Time series to forecast

p:Price signals of LOW 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?

## LOW Stock Forecast (Buy or Sell) for (n+4 weeks)

**Sample Set:**Neural Network

**Stock/Index:**LOW Lowe's

**Time series to forecast n: 01 Sep 2022**for (n+4 weeks)

**According to price forecasts for (n+4 weeks) period: The dominant strategy among neural network is to Hold LOW 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

Lowe's assigned short-term Ba3 & long-term Ba2 forecasted stock rating.** We evaluate the prediction models Transfer Learning (ML) with Beta ^{1,2,3,4} and conclude that the LOW stock is predictable in the short/long term.**

**According to price forecasts for (n+4 weeks) period: The dominant strategy among neural network is to Hold LOW stock.**

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

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

Outlook* | Ba3 | Ba2 |

Operational Risk | 32 | 56 |

Market Risk | 52 | 49 |

Technical Analysis | 88 | 61 |

Fundamental Analysis | 65 | 82 |

Risk Unsystematic | 82 | 89 |

### Prediction Confidence Score

## References

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- Keane MP. 2013. Panel data discrete choice models of consumer demand. In The Oxford Handbook of Panel Data, ed. BH Baltagi, pp. 54–102. Oxford, UK: Oxford Univ. Press
- Robins J, Rotnitzky A. 1995. Semiparametric efficiency in multivariate regression models with missing data. J. Am. Stat. Assoc. 90:122–29
- Artis, M. J. W. Zhang (1990), "BVAR forecasts for the G-7," International Journal of Forecasting, 6, 349–362.
- Bessler, D. A. T. Covey (1991), "Cointegration: Some results on U.S. cattle prices," Journal of Futures Markets, 11, 461–474.
- J. Filar, L. Kallenberg, and H. Lee. Variance-penalized Markov decision processes. Mathematics of Opera- tions Research, 14(1):147–161, 1989

## Frequently Asked Questions

Q: What is the prediction methodology for LOW stock?A: LOW stock prediction methodology: We evaluate the prediction models Transfer Learning (ML) and Beta

Q: Is LOW stock a buy or sell?

A: The dominant strategy among neural network is to Hold LOW Stock.

Q: Is Lowe's stock a good investment?

A: The consensus rating for Lowe's is Hold and assigned short-term Ba3 & long-term Ba2 forecasted stock rating.

Q: What is the consensus rating of LOW stock?

A: The consensus rating for LOW is Hold.

Q: What is the prediction period for LOW stock?

A: The prediction period for LOW is (n+4 weeks)

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