Achieve Life Stock Forecast - Naive Prediction

ACHV Stock  USD 4.38  0.18  3.95%   
The Naive Prediction forecasted value of Achieve Life Sciences on the next trading day is expected to be 4.40 with a mean absolute deviation of 0.11 and the sum of the absolute errors of 6.74. Achieve Stock Forecast is based on your current time horizon.
  
Inventory Turnover is likely to drop to -0.11 in 2024. Payables Turnover is likely to drop to 0.35 in 2024. Common Stock Shares Outstanding is likely to climb to about 20.8 M in 2024, despite the fact that Net Loss is likely to grow to (36.2 M).
Forecasting cash, or other financial indicators, requires analysts to apply different statistical methods, techniques, and algorithms to find hidden patterns within the Achieve Life's financial statements to predict how it will affect future prices.
 
Cash  
First Reported
1995-09-30
Previous Quarter
14.8 M
Current Value
9.5 M
Quarterly Volatility
15.3 M
 
Dot-com Bubble
 
Housing Crash
 
Credit Downgrade
 
Yuan Drop
 
Covid
A naive forecasting model for Achieve Life is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Achieve Life Sciences value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Achieve Life Naive Prediction Price Forecast For the 12th of December 2024

Given 90 days horizon, the Naive Prediction forecasted value of Achieve Life Sciences on the next trading day is expected to be 4.40 with a mean absolute deviation of 0.11, mean absolute percentage error of 0.02, and the sum of the absolute errors of 6.74.
Please note that although there have been many attempts to predict Achieve 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 Achieve Life's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Achieve Life Stock Forecast Pattern

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Achieve Life Forecasted Value

In the context of forecasting Achieve Life'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. Achieve Life's downside and upside margins for the forecasting period are 1.72 and 7.08, respectively. We have considered Achieve Life'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
4.38
4.40
Expected Value
7.08
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Achieve Life stock data series using in forecasting. Note that when a statistical model is used to represent Achieve Life 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 Criteria116.0582
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1088
MAPEMean absolute percentage error0.0232
SAESum of the absolute errors6.7435
This model is not at all useful as a medium-long range forecasting tool of Achieve Life Sciences. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Achieve Life. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Achieve Life

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Achieve Life Sciences. 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
1.704.377.04
Details
Intrinsic
Valuation
LowRealHigh
3.9410.4713.14
Details
8 Analysts
Consensus
LowTargetHigh
26.0028.5731.71
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Achieve Life. Your research has to be compared to or analyzed against Achieve Life's peers to derive any actionable benefits. When done correctly, Achieve Life'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 Achieve Life Sciences.

Other Forecasting Options for Achieve Life

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

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

Achieve Life Sciences 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 Achieve Life'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 Achieve Life's current price.

Achieve Life Market Strength Events

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

Achieve Life Risk Indicators

The analysis of Achieve Life'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 Achieve Life's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting achieve 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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Additional Tools for Achieve Stock Analysis

When running Achieve Life's price analysis, check to measure Achieve Life'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 Achieve Life is operating at the current time. Most of Achieve Life's value examination focuses on studying past and present price action to predict the probability of Achieve Life's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Achieve Life's price. Additionally, you may evaluate how the addition of Achieve Life to your portfolios can decrease your overall portfolio volatility.