Coca Cola Stock Forecast - Polynomial Regression
| KO Stock | USD 63.76 0.77 1.22% |
The Polynomial Regression forecasted value of The Coca Cola on the next trading day is expected to be 61.20 with a mean absolute deviation of 0.67 and the sum of the absolute errors of 40.90. Coca Stock Forecast is based on your current time horizon. Although Coca Cola's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Coca Cola's systematic risk associated with finding meaningful patterns of Coca Cola fundamentals over time.
Coca |
Open Interest Against 2024-11-22 Coca Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Coca Cola's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Coca Cola's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Coca Cola stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Coca Cola's open interest, investors have to compare it to Coca Cola's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Coca Cola is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Coca. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Coca Cola Polynomial Regression Price Forecast For the 22nd of November
Given 90 days horizon, the Polynomial Regression forecasted value of The Coca Cola on the next trading day is expected to be 61.20 with a mean absolute deviation of 0.67, mean absolute percentage error of 0.69, and the sum of the absolute errors of 40.90.Please note that although there have been many attempts to predict Coca 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 Coca Cola's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Coca Cola Stock Forecast Pattern
| Backtest Coca Cola | Coca Cola Price Prediction | Buy or Sell Advice |
Coca Cola Forecasted Value
In the context of forecasting Coca Cola'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. Coca Cola's downside and upside margins for the forecasting period are 60.31 and 62.09, respectively. We have considered Coca Cola'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.
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 Coca Cola stock data series using in forecasting. Note that when a statistical model is used to represent Coca Cola 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.| AIC | Akaike Information Criteria | 117.7437 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.6706 |
| MAPE | Mean absolute percentage error | 0.0098 |
| SAE | Sum of the absolute errors | 40.9044 |
Predictive Modules for Coca Cola
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Coca Cola. 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.Other Forecasting Options for Coca Cola
For every potential investor in Coca, whether a beginner or expert, Coca Cola's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Coca Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Coca. Basic forecasting techniques help filter out the noise by identifying Coca Cola's price trends.Coca Cola 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 Coca Cola stock to make a market-neutral strategy. Peer analysis of Coca Cola could also be used in its relative valuation, which is a method of valuing Coca Cola by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Coca Cola 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 Coca Cola'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 Coca Cola's current price.| Cycle Indicators | ||
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| Overlap Studies | ||
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| Volume Indicators |
Coca Cola Market Strength Events
Market strength indicators help investors to evaluate how Coca Cola stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Coca Cola shares will generate the highest return on investment. By undertsting and applying Coca Cola stock market strength indicators, traders can identify The Coca Cola entry and exit signals to maximize returns.
Coca Cola Risk Indicators
The analysis of Coca Cola'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 Coca Cola's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting coca 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.
| Mean Deviation | 0.6849 | |||
| Standard Deviation | 0.8644 | |||
| Variance | 0.7472 |
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.
Pair Trading with Coca Cola
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Coca Cola position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Coca Cola will appreciate offsetting losses from the drop in the long position's value.Moving together with Coca Stock
Moving against Coca Stock
| 0.84 | COCO | Vita Coco | PairCorr |
| 0.83 | LW | Lamb Weston Holdings | PairCorr |
| 0.77 | ZVIA | Zevia Pbc | PairCorr |
| 0.68 | FIZZ | National Beverage Corp | PairCorr |
| 0.68 | BJ | BJs Wholesale Club Buyout Trend | PairCorr |
The ability to find closely correlated positions to Coca Cola could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Coca Cola when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Coca Cola - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling The Coca Cola to buy it.
The correlation of Coca Cola is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Coca Cola moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Coca Cola moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Coca Cola can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Check out Historical Fundamental Analysis of Coca Cola to cross-verify your projections. You can also try the Commodity Directory module to find actively traded commodities issued by global exchanges.
Is Soft Drinks & Non-alcoholic Beverages 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 Coca Cola. If investors know Coca 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 Coca Cola listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth (0.07) | Dividend Share 1.915 | Earnings Share 2.43 | Revenue Per Share 10.753 | Quarterly Revenue Growth (0.01) |
The market value of Coca Cola is measured differently than its book value, which is the value of Coca that is recorded on the company's balance sheet. Investors also form their own opinion of Coca Cola's value that differs from its market value or its book value, called intrinsic value, which is Coca Cola'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 Coca Cola's market value can be influenced by many factors that don't directly affect Coca Cola'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 Coca Cola's value and its price as these two are different measures arrived at by different means. Investors typically determine if Coca Cola is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Coca Cola'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.