ADA Crypto Coin Forecast - Simple Exponential Smoothing


USD 0.31  0.01  3.13%   

ADA Crypto Coin Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast ADA historical crypto prices and determine the direction of ADA'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 ADA historical fundamentals such as revenue growth or operating cash flow patterns.
Please continue to Historical Fundamental Analysis of ADA to cross-verify your projections.
Most investors in ADA 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 ADA's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets ADA's price structures and extracts relationships that further increase the generated results' accuracy.
ADA simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for ADA are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as ADA prices get older.

ADA Simple Exponential Smoothing Price Forecast For the 10th of December

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of ADA on the next trading day is expected to be 0.31 with a mean absolute deviation of 0.012162, mean absolute percentage error of 0.00032831, and the sum of the absolute errors of 0.74.
Please note that although there have been many attempts to predict ADA Crypto Coin 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 ADA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ADA Crypto Coin Forecast Pattern

ADA Forecasted Value

In the context of forecasting ADA's Crypto Coin 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. ADA's downside and upside margins for the forecasting period are 0.0031 and 5.02, respectively. We have considered ADA'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 0.31
Expected Value

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of ADA crypto coin data series using in forecasting. Note that when a statistical model is used to represent ADA crypto coin, 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 Criteria110.0889
BiasArithmetic mean of the errors 0.0033
MADMean absolute deviation0.0122
MAPEMean absolute percentage error0.0323
SAESum of the absolute errors0.7419
This simple exponential smoothing model begins by setting ADA forecast for the second period equal to the observation of the first period. In other words, recent ADA observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for ADA

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ADA. 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 ADA'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 ADA in the context of predictive analytics.
LowEstimated ValueHigh
LowReal ValueHigh
Please note, it is not enough to conduct a financial or market analysis of a single entity such as ADA. Your research has to be compared to or analyzed against ADA's peers to derive any actionable benefits. When done correctly, ADA'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 ADA.

Other Forecasting Options for ADA

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

ADA 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 ADA crypto coin to make a market-neutral strategy. Peer analysis of ADA could also be used in its relative valuation, which is a method of valuing ADA by comparing valuation metrics with similar companies.
MoonbeamTheta FuelKavaTerraClassicUSDQtumOntologyICON ProjectOmiseGOMediblocFetchAIArdorAMN Healthcare ServicesTwist Bioscience CorpFreedom Holding CorpGlobal X NASDAQ
 Risk & Return  Correlation

ADA 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 ADA'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 ADA's current price.

ADA Risk Indicators

The analysis of ADA'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 ADA's investment and either accepting that risk or mitigating it. Along with some funamental techniques of forecasting ADA 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.

ADA Investors Sentiment

The influence of ADA's investor sentiment on the probability of its price appreciation or decline could be a good factor in your decision-making process regarding taking a position in ADA. The overall investor sentiment generally increases the direction of a crypto movement in a one-year investment horizon. However, the impact of investor sentiment on the entire crypto markets does not have a solid backing from leading economists and market statisticians.
Investor biases related to ADA's public news can be used to forecast risks associated with investment in ADA. The trend in average sentiment can be used to explain how an investor holding ADA can time the market purely based on public headlines and social activities around ADA. Please note that most equiteis that are difficult to arbitrage are affected by market sentiment the most.
ADA's market sentiment shows the aggregated news analyzed to detect positive and negative mentions from the text and comments. The data is normalized to provide daily scores for ADA's and other traded tickers. The bigger the bubble, the more accurate is the estimated score. Higher bars for a given day show more participation in the average ADA's news discussions. The higher the estimated score, the more favorable is the investor's outlook on ADA.
Some cryptocurrency investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. However, unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards ADA in the overall investment community. So, suppose investors can accurately measure the crypto's market sentiment. In that case, they can use it for their benefit. For example, some tools provided by cryptocurrency exchanges to gauge market sentiment could be utilized to time the market in a somewhat predictable way.

Pair Trading with ADA

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

Moving together with ADA

+0.79TFUELTheta FuelPairCorr
The ability to find closely correlated positions to ADA could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace ADA 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 ADA - 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 ADA to buy it.
The correlation of ADA 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 ADA moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if ADA 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 ADA 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
Please continue to Historical Fundamental Analysis of ADA to cross-verify your projections. Note that the ADA information on this page should be used as a complementary analysis to other ADA's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try Technical Analysis module to check basic technical indicators and analysis based on most latest market data.

Other Tools for ADA Crypto Coin

When running ADA price analysis, check to measure ADA's coin volatility and technical momentum indicators. We have many different tools that can be utilized to determine how healthy ADA is operating at the current time. Most of ADA's value examination focuses on studying past and present price actions to predict the probability of ADA's future price movements. You can analyze the coin against its peers and the financial market as a whole to determine factors that move ADA's coin price. Additionally, you may evaluate how adding ADA to your portfolios can decrease your overall portfolio volatility.
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