Colgate Palmolive Stock Forecast - Simple Regression

COLG34 Stock  BRL 80.80  0.48  0.60%   
The Simple Regression forecasted value of Colgate Palmolive on the next trading day is expected to be 79.79 with a mean absolute deviation of 1.83 and the sum of the absolute errors of 111.60. Colgate Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Colgate Palmolive stock prices and determine the direction of Colgate Palmolive's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Colgate Palmolive's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Colgate Palmolive 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.

Colgate Palmolive Simple Regression Price Forecast For the 15th of December 2024

Given 90 days horizon, the Simple Regression forecasted value of Colgate Palmolive on the next trading day is expected to be 79.79 with a mean absolute deviation of 1.83, mean absolute percentage error of 4.83, and the sum of the absolute errors of 111.60.
Please note that although there have been many attempts to predict Colgate 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 Colgate Palmolive's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Colgate Palmolive Stock Forecast Pattern

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Colgate Palmolive Forecasted Value

In the context of forecasting Colgate Palmolive'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. Colgate Palmolive's downside and upside margins for the forecasting period are 78.29 and 81.30, respectively. We have considered Colgate Palmolive'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
80.80
79.79
Expected Value
81.30
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 Colgate Palmolive stock data series using in forecasting. Note that when a statistical model is used to represent Colgate Palmolive 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 Criteria119.6859
BiasArithmetic mean of the errors None
MADMean absolute deviation1.8295
MAPEMean absolute percentage error0.0232
SAESum of the absolute errors111.6017
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 Colgate Palmolive 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 Colgate Palmolive

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Colgate Palmolive. 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
79.3080.8082.30
Details
Intrinsic
Valuation
LowRealHigh
70.4871.9888.88
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Colgate Palmolive. Your research has to be compared to or analyzed against Colgate Palmolive's peers to derive any actionable benefits. When done correctly, Colgate Palmolive'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 Colgate Palmolive.

Other Forecasting Options for Colgate Palmolive

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

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

Colgate Palmolive 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 Colgate Palmolive'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 Colgate Palmolive's current price.

Colgate Palmolive Market Strength Events

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

Colgate Palmolive Risk Indicators

The analysis of Colgate Palmolive'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 Colgate Palmolive's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting colgate 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Additional Information and Resources on Investing in Colgate Stock

When determining whether Colgate Palmolive is a strong investment it is important to analyze Colgate Palmolive'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 Colgate Palmolive's future performance. For an informed investment choice regarding Colgate Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Colgate Palmolive to cross-verify your projections.
For information on how to trade Colgate Stock refer to our How to Trade Colgate Stock guide.
You can also try the Portfolio Center module to all portfolio management and optimization tools to improve performance of your portfolios.
Please note, there is a significant difference between Colgate Palmolive's value and its price as these two are different measures arrived at by different means. Investors typically determine if Colgate Palmolive is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Colgate Palmolive'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.