## Abstract

**We evaluate Martin Marietta Materials prediction models with Triple Exponential Moving Average (TRIX) and Beta ^{1,2,3,4} and conclude that the MLM stock is predictable in the short/long term. **

**According to price forecasts for (n+6 month) period: The dominant strategy among neural network is to Sell MLM stock.**

**MLM, Martin Marietta Materials, stock forecast, machine learning based prediction, risk rating, buy-sell behaviour, stock analysis, target price analysis, options and futures.**

*Keywords:*## Key Points

- What statistical methods are used to analyze data?
- Market Outlook
- Can statistics predict the future?

## MLM Target Price Prediction Modeling Methodology

We consider Martin Marietta Materials Stock Decision Process with Beta where A is the set of discrete actions of MLM 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 Î³ ∈ [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(Triple Exponential Moving Average (TRIX)) X S(n):→ (n+6 month) $\sum _{i=1}^{n}\left({s}_{i}\right)$

n:Time series to forecast

p:Price signals of MLM 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?

## MLM Stock Forecast (Buy or Sell) for (n+6 month)

**Sample Set:**Neural Network

**Stock/Index:**MLM Martin Marietta Materials

**Time series to forecast n: 01 Sep 2022**for (n+6 month)

**According to price forecasts for (n+6 month) period: The dominant strategy among neural network is to Sell MLM 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

Martin Marietta Materials assigned short-term B1 & long-term B1 forecasted stock rating.** We evaluate the prediction models Triple Exponential Moving Average (TRIX) with Beta ^{1,2,3,4} and conclude that the MLM stock is predictable in the short/long term.**

**According to price forecasts for (n+6 month) period: The dominant strategy among neural network is to Sell MLM stock.**

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

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

Outlook* | B1 | B1 |

Operational Risk | 51 | 31 |

Market Risk | 62 | 39 |

Technical Analysis | 68 | 70 |

Fundamental Analysis | 73 | 79 |

Risk Unsystematic | 53 | 82 |

### Prediction Confidence Score

## References

- T. Shardlow and A. Stuart. A perturbation theory for ergodic Markov chains and application to numerical approximations. SIAM journal on numerical analysis, 37(4):1120–1137, 2000
- Bengio Y, Ducharme R, Vincent P, Janvin C. 2003. A neural probabilistic language model. J. Mach. Learn. Res. 3:1137–55
- Dietterich TG. 2000. Ensemble methods in machine learning. In Multiple Classifier Systems: First International Workshop, Cagliari, Italy, June 21–23, pp. 1–15. Berlin: Springer
- Athey S, Bayati M, Doudchenko N, Imbens G, Khosravi K. 2017a. Matrix completion methods for causal panel data models. arXiv:1710.10251 [math.ST]
- Harris ZS. 1954. Distributional structure. Word 10:146–62
- CandÃ¨s E, Tao T. 2007. The Dantzig selector: statistical estimation when p is much larger than n. Ann. Stat. 35:2313–51
- H. Kushner and G. Yin. Stochastic approximation algorithms and applications. Springer, 1997.

## Frequently Asked Questions

Q: What is the prediction methodology for MLM stock?A: MLM stock prediction methodology: We evaluate the prediction models Triple Exponential Moving Average (TRIX) and Beta

Q: Is MLM stock a buy or sell?

A: The dominant strategy among neural network is to Sell MLM Stock.

Q: Is Martin Marietta Materials stock a good investment?

A: The consensus rating for Martin Marietta Materials is Sell and assigned short-term B1 & long-term B1 forecasted stock rating.

Q: What is the consensus rating of MLM stock?

A: The consensus rating for MLM is Sell.

Q: What is the prediction period for MLM stock?

A: The prediction period for MLM is (n+6 month)