Avidity Biosciences Stock Forecast - Simple Regression

RNA Stock  USD 43.03  0.30  0.69%   
The Simple Regression forecasted value of Avidity Biosciences on the next trading day is expected to be 45.84 with a mean absolute deviation of 2.15 and the sum of the absolute errors of 131.02. Avidity Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Avidity Biosciences stock prices and determine the direction of Avidity Biosciences's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Avidity Biosciences' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
As of December 1, 2024, Inventory Turnover is expected to decline to -0.67. In addition to that, Payables Turnover is expected to decline to 0.23. As of December 1, 2024, Common Stock Shares Outstanding is expected to decline to about 45.2 M. The current year's Net Loss is expected to grow to about (148.8 M).
Simple Regression model is a single variable regression model that attempts to put a straight line through Avidity Biosciences 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.

Avidity Biosciences Simple Regression Price Forecast For the 2nd of December

Given 90 days horizon, the Simple Regression forecasted value of Avidity Biosciences on the next trading day is expected to be 45.84 with a mean absolute deviation of 2.15, mean absolute percentage error of 6.49, and the sum of the absolute errors of 131.02.
Please note that although there have been many attempts to predict Avidity 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 Avidity Biosciences' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Avidity Biosciences Stock Forecast Pattern

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Avidity Biosciences Forecasted Value

In the context of forecasting Avidity Biosciences' 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. Avidity Biosciences' downside and upside margins for the forecasting period are 41.69 and 49.98, respectively. We have considered Avidity Biosciences' 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
43.03
45.84
Expected Value
49.98
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 Avidity Biosciences stock data series using in forecasting. Note that when a statistical model is used to represent Avidity Biosciences 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 Criteria119.9808
BiasArithmetic mean of the errors None
MADMean absolute deviation2.1479
MAPEMean absolute percentage error0.0478
SAESum of the absolute errors131.0236
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 Avidity Biosciences 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 Avidity Biosciences

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Avidity Biosciences. 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
38.2842.4646.64
Details
Intrinsic
Valuation
LowRealHigh
32.5636.7447.33
Details
Bollinger
Band Projection (param)
LowMiddleHigh
41.2443.1545.07
Details
11 Analysts
Consensus
LowTargetHigh
32.7636.0039.96
Details

Other Forecasting Options for Avidity Biosciences

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

View Avidity Biosciences Related Equities

 Risk & Return  Correlation

Avidity Biosciences 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 Avidity Biosciences' 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 Avidity Biosciences' current price.

Avidity Biosciences Market Strength Events

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

Avidity Biosciences Risk Indicators

The analysis of Avidity Biosciences' 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 Avidity Biosciences' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting avidity 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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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.
When determining whether Avidity Biosciences offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Avidity Biosciences' financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Avidity Biosciences Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Avidity Biosciences Stock:
Check out Historical Fundamental Analysis of Avidity Biosciences to cross-verify your projections.
For information on how to trade Avidity Stock refer to our How to Trade Avidity Stock guide.
You can also try the Stocks Directory module to find actively traded stocks across global markets.
Is Biotechnology 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 Avidity Biosciences. If investors know Avidity 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 Avidity Biosciences listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share
(2.88)
Revenue Per Share
0.103
Quarterly Revenue Growth
(0.17)
Return On Assets
(0.18)
Return On Equity
(0.28)
The market value of Avidity Biosciences is measured differently than its book value, which is the value of Avidity that is recorded on the company's balance sheet. Investors also form their own opinion of Avidity Biosciences' value that differs from its market value or its book value, called intrinsic value, which is Avidity Biosciences' 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 Avidity Biosciences' market value can be influenced by many factors that don't directly affect Avidity Biosciences' 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 Avidity Biosciences' value and its price as these two are different measures arrived at by different means. Investors typically determine if Avidity Biosciences is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Avidity Biosciences' 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.