Cementos Pacasmayo Stock Forecast - Polynomial Regression

CPACASC1   4.40  0.01  0.23%   
The Polynomial Regression forecasted value of Cementos Pacasmayo SAA on the next trading day is expected to be 4.38 with a mean absolute deviation of 0.07 and the sum of the absolute errors of 4.55. Cementos Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Cementos Pacasmayo stock prices and determine the direction of Cementos Pacasmayo SAA's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Cementos Pacasmayo's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Cementos Pacasmayo polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Cementos Pacasmayo SAA as well as the accuracy indicators are determined from the period prices.

Cementos Pacasmayo Polynomial Regression Price Forecast For the 29th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Cementos Pacasmayo SAA on the next trading day is expected to be 4.38 with a mean absolute deviation of 0.07, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.55.
Please note that although there have been many attempts to predict Cementos Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Cementos Pacasmayo's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Cementos Pacasmayo Stock Forecast Pattern

Cementos Pacasmayo Forecasted Value

In the context of forecasting Cementos Pacasmayo's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Cementos Pacasmayo's downside and upside margins for the forecasting period are 3.08 and 5.67, respectively. We have considered Cementos Pacasmayo's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
4.40
4.38
Expected Value
5.67
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Cementos Pacasmayo stock data series using in forecasting. Note that when a statistical model is used to represent Cementos Pacasmayo stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria113.3458
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0746
MAPEMean absolute percentage error0.0165
SAESum of the absolute errors4.5506
A single variable polynomial regression model attempts to put a curve through the Cementos Pacasmayo historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Cementos Pacasmayo

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Cementos Pacasmayo SAA. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
3.114.405.69
Details
Intrinsic
Valuation
LowRealHigh
2.483.775.06
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Cementos Pacasmayo. Your research has to be compared to or analyzed against Cementos Pacasmayo's peers to derive any actionable benefits. When done correctly, Cementos Pacasmayo's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Cementos Pacasmayo SAA.

Other Forecasting Options for Cementos Pacasmayo

For every potential investor in Cementos, whether a beginner or expert, Cementos Pacasmayo's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Cementos Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Cementos. Basic forecasting techniques help filter out the noise by identifying Cementos Pacasmayo's price trends.

Cementos Pacasmayo Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Cementos Pacasmayo stock to make a market-neutral strategy. Peer analysis of Cementos Pacasmayo could also be used in its relative valuation, which is a method of valuing Cementos Pacasmayo by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Cementos Pacasmayo SAA Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Cementos Pacasmayo's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Cementos Pacasmayo's current price.

Cementos Pacasmayo Market Strength Events

Market strength indicators help investors to evaluate how Cementos Pacasmayo stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Cementos Pacasmayo shares will generate the highest return on investment. By undertsting and applying Cementos Pacasmayo stock market strength indicators, traders can identify Cementos Pacasmayo SAA entry and exit signals to maximize returns.

Cementos Pacasmayo Risk Indicators

The analysis of Cementos Pacasmayo's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Cementos Pacasmayo's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting cementos stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

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Additional Information and Resources on Investing in Cementos Stock

When determining whether Cementos Pacasmayo SAA offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Cementos Pacasmayo's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Cementos Pacasmayo Saa Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Cementos Pacasmayo Saa Stock:
Check out fundamental analysis of Cementos Pacasmayo to check your projections.
You can also try the Portfolio Suggestion module to get suggestions outside of your existing asset allocation including your own model portfolios.
Please note, there is a significant difference between Cementos Pacasmayo's value and its price as these two are different measures arrived at by different means. Investors typically determine if Cementos Pacasmayo is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Cementos Pacasmayo's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.