Coinbase Global Stock Forecast - Polynomial Regression

COIN
 Stock
  

USD 46.01  1.66  3.48%   

Coinbase Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Coinbase Global historical stock prices and determine the direction of Coinbase Global's future trends based on various well-known forecasting models. However, solely looking at the historical price movement is usually misleading. Macroaxis recommends to always use this module together with analysis of Coinbase Global historical fundamentals such as revenue growth or operating cash flow patterns.
Continue to Historical Fundamental Analysis of Coinbase Global to cross-verify your projections.
  

Open Interest Agains t 2022-12-09 Coinbase Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast Coinbase Global'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 Coinbase Global's options reflect these daily shifts, investors could use the patterns of these changes to develop long and short trading strategies Coinbase Global stock based on available contracts left at the end of a trading day.
Please note, to derive more accurate forecasting about market movement from the current Coinbase Global's open interest, investors have to compare it to Coinbase Global'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 Coinbase Global 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 Coinbase. 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.
Most investors in Coinbase Global 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 Coinbase Global's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Coinbase Global's price structures and extracts relationships that further increase the generated results' accuracy.
Coinbase Global polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Coinbase Global as well as the accuracy indicators are determined from the period prices.

Coinbase Global Polynomial Regression Price Forecast For the 6th of December

Given 90 days horizon, the Polynomial Regression forecasted value of Coinbase Global on the next trading day is expected to be 36.91 with a mean absolute deviation of 4.41, mean absolute percentage error of 28.49, and the sum of the absolute errors of 269.18.
Please note that although there have been many attempts to predict Coinbase 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 Coinbase Global's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Coinbase Global Stock Forecast Pattern

Backtest Coinbase GlobalCoinbase Global Price PredictionBuy or Sell Advice 

Coinbase Global Forecasted Value

In the context of forecasting Coinbase Global'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. Coinbase Global's downside and upside margins for the forecasting period are 30.68 and 43.14, respectively. We have considered Coinbase Global'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 46.01
36.91
Expected Value
43.14
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 Coinbase Global stock data series using in forecasting. Note that when a statistical model is used to represent Coinbase Global 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 Criteria121.4602
BiasArithmetic mean of the errors None
MADMean absolute deviation4.4128
MAPEMean absolute percentage error0.0739
SAESum of the absolute errors269.1786
A single variable polynomial regression model attempts to put a curve through the Coinbase Global 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 Coinbase Global

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Coinbase Global. Regardless of method or technology, however, to accurately forecast the stock or bond 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, frequently view the market will even out over time. This tendency of Coinbase Global'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. Please use the tools below to analyze the current value of Coinbase Global in the context of predictive analytics.
Hype
Prediction
LowEstimated ValueHigh
39.6545.8852.11
Details
Intrinsic
Valuation
LowReal ValueHigh
41.33129.65135.88
Details
18 Analysts
Consensus
LowTarget PriceHigh
220.00381.47500.00
Details
Earnings
Estimates (3)
LowProjected EPSHigh
13.0013.2213.43
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Coinbase Global. Your research has to be compared to or analyzed against Coinbase Global's peers to derive any actionable benefits. When done correctly, Coinbase Global's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy towards taking a position in Coinbase Global.

Other Forecasting Options for Coinbase Global

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

Coinbase Global 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 Coinbase Global stock to make a market-neutral strategy. Peer analysis of Coinbase Global could also be used in its relative valuation, which is a method of valuing Coinbase Global by comparing valuation metrics with similar companies.
Arlington Asset InveArbor Realty TrustAssociated CapitalSenmiao TechnologyAshfordGreat Ajax CorpAmark PreciArtisan Partners AssetAres Management LPApollo Commercial RealAMN Healthcare ServicesTwist Bioscience CorpFreedom Holding CorpGlobal X NASDAQFRANKLIN MUTUAL EUROPEAN
 Risk & Return  Correlation

Coinbase Global 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 Coinbase Global'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 Coinbase Global's current price.

Coinbase Global Market Strength Events

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

Coinbase Global Risk Indicators

The analysis of Coinbase Global's basic risk indicators is one of the essential steps in helping accuretelly forecast its future price. The process involves identifying the amount of risk involved in Coinbase Global's investment and either accepting that risk or mitigating it. Along with some funamental techniques of forecasting Coinbase Global stock price, 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 stock investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Coinbase Global Implied Volatility

    
  106.85  
Coinbase Global's implied volatility exposes the market's sentiment of Coinbase Global stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if Coinbase Global's implied volatility is high, the market thinks the stock has potential for high price swings in either direction. On the other hand, the low implied volatility suggests that Coinbase Global stock will not fluctuate a lot when Coinbase Global's options are near their expiration.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Coinbase Global in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Coinbase Global's short interest history, or implied volatility extrapolated from Coinbase Global options trading.

Pair Trading with Coinbase Global

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 Coinbase Global 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 Coinbase Global will appreciate offsetting losses from the drop in the long position's value.

Moving against Coinbase Global

-0.7JPMJPMorgan Chase Fiscal Year End 13th of January 2023 PairCorr
-0.66JEFJefferies Financial Fiscal Year End 11th of January 2023 PairCorr
-0.58BLKBlackRock Fiscal Year End 13th of January 2023 PairCorr
The ability to find closely correlated positions to Coinbase Global could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Coinbase Global 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 Coinbase Global - 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 Coinbase Global to buy it.
The correlation of Coinbase Global is a statistical measure of how it moves in relation to other equities. 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 Coinbase Global moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Coinbase Global 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 Coinbase Global 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.
Pair CorrelationCorrelation Matching
Continue to Historical Fundamental Analysis of Coinbase Global to cross-verify your projections. You can also try Portfolio Rebalancing module to analyze risk-adjusted returns against different time horizons to find asset-allocation targets.

Complementary Tools for analysis

When running Coinbase Global price analysis, check to measure Coinbase Global's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Coinbase Global is operating at the current time. Most of Coinbase Global's value examination focuses on studying past and present price action to predict the probability of Coinbase Global's future price movements. You can analyze the entity against its peers and financial market as a whole to determine factors that move Coinbase Global's price. Additionally, you may evaluate how the addition of Coinbase Global to your portfolios can decrease your overall portfolio volatility.
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Is Coinbase Global's industry 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 Coinbase Global. If investors know Coinbase 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 Coinbase Global 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 YOY
3.27
Market Capitalization
12.5 B
Quarterly Revenue Growth YOY
(0.56) 
Return On Assets
(0.0004) 
Return On Equity
(0.22) 
The market value of Coinbase Global is measured differently than its book value, which is the value of Coinbase that is recorded on the company's balance sheet. Investors also form their own opinion of Coinbase Global's value that differs from its market value or its book value, called intrinsic value, which is Coinbase Global'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 Coinbase Global's market value can be influenced by many factors that don't directly affect Coinbase Global'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 Coinbase Global's value and its price as these two are different measures arrived at by different means. Investors typically determine Coinbase Global value by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Coinbase Global'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.