Popular Capital Stock Forecast - Simple Regression

BPOPM Stock  USD 25.42  0.17  0.67%   
The Simple Regression forecasted value of Popular Capital Trust on the next trading day is expected to be 25.45 with a mean absolute deviation of 0.09 and the sum of the absolute errors of 5.52. Popular Stock Forecast is based on your current time horizon. Although Popular Capital's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Popular Capital's systematic risk associated with finding meaningful patterns of Popular Capital fundamentals over time.
  
As of the 1st of July 2024, Inventory Turnover is likely to drop to -0.0003. In addition to that, Payables Turnover is likely to drop to 0.0003. As of the 1st of July 2024, Common Stock Shares Outstanding is likely to drop to about 60.6 M. In addition to that, Net Income Applicable To Common Shares is likely to drop to about 403.9 M.
Most investors in Popular Capital cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Popular Capital's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Popular Capital's price structures and extracts relationships that further increase the accuracy of the generated results. Simple Regression model is a single variable regression model that attempts to put a straight line through Popular Capital price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Popular Capital Simple Regression Price Forecast For the 2nd of July

Given 90 days horizon, the Simple Regression forecasted value of Popular Capital Trust on the next trading day is expected to be 25.45 with a mean absolute deviation of 0.09, mean absolute percentage error of 0.02, and the sum of the absolute errors of 5.52.
Please note that although there have been many attempts to predict Popular 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 Popular Capital's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Popular Capital Stock Forecast Pattern

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Popular Capital Forecasted Value

In the context of forecasting Popular Capital'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. Popular Capital's downside and upside margins for the forecasting period are 24.80 and 26.11, respectively. We have considered Popular Capital'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
25.42
25.45
Expected Value
26.11
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Popular Capital stock data series using in forecasting. Note that when a statistical model is used to represent Popular Capital 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 Criteria114.0397
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0905
MAPEMean absolute percentage error0.0036
SAESum of the absolute errors5.518
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Popular Capital Trust historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Popular Capital

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Popular Capital Trust. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Popular Capital's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
24.7625.4226.08
Details
Intrinsic
Valuation
LowRealHigh
24.7325.3926.05
Details
Bollinger
Band Projection (param)
LowMiddleHigh
25.0125.3625.71
Details

Other Forecasting Options for Popular Capital

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

Popular Capital 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 Popular Capital stock to make a market-neutral strategy. Peer analysis of Popular Capital could also be used in its relative valuation, which is a method of valuing Popular Capital by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Popular Capital Trust 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 Popular Capital'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 Popular Capital's current price.

Popular Capital Market Strength Events

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

Popular Capital Risk Indicators

The analysis of Popular Capital'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 Popular Capital's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting popular 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 Popular Stock

When determining whether Popular Capital Trust is a strong investment it is important to analyze Popular Capital's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Popular Capital's future performance. For an informed investment choice regarding Popular Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Popular Capital to cross-verify your projections.
You can also try the Pattern Recognition module to use different Pattern Recognition models to time the market across multiple global exchanges.
Is Banks space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Popular Capital. If investors know Popular will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Popular Capital listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of Popular Capital Trust is measured differently than its book value, which is the value of Popular that is recorded on the company's balance sheet. Investors also form their own opinion of Popular Capital's value that differs from its market value or its book value, called intrinsic value, which is Popular Capital's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Popular Capital's market value can be influenced by many factors that don't directly affect Popular Capital's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Popular Capital's value and its price as these two are different measures arrived at by different means. Investors typically determine if Popular Capital is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Popular Capital'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.