Moberg Pharma Stock Forecast - Simple Moving Average

MOB Stock  SEK 17.85  0.42  2.41%   
The Simple Moving Average forecasted value of Moberg Pharma AB on the next trading day is expected to be 17.85 with a mean absolute deviation of 0.97 and the sum of the absolute errors of 57.05. Moberg Stock Forecast is based on your current time horizon.
  
A two period moving average forecast for Moberg Pharma is based on an daily price series in which the stock price on a given day is replaced by the mean of that price and the preceding price. This model is best suited to price patterns experiencing average volatility.

Moberg Pharma Simple Moving Average Price Forecast For the 1st of December

Given 90 days horizon, the Simple Moving Average forecasted value of Moberg Pharma AB on the next trading day is expected to be 17.85 with a mean absolute deviation of 0.97, mean absolute percentage error of 7.09, and the sum of the absolute errors of 57.05.
Please note that although there have been many attempts to predict Moberg 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 Moberg Pharma's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Moberg Pharma Stock Forecast Pattern

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Moberg Pharma Forecasted Value

In the context of forecasting Moberg Pharma'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. Moberg Pharma's downside and upside margins for the forecasting period are 9.16 and 26.54, respectively. We have considered Moberg Pharma'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
17.85
17.85
Expected Value
26.54
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Moving Average forecasting method's relative quality and the estimations of the prediction error of Moberg Pharma stock data series using in forecasting. Note that when a statistical model is used to represent Moberg Pharma 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 Criteria116.3937
BiasArithmetic mean of the errors 0.2847
MADMean absolute deviation0.9669
MAPEMean absolute percentage error0.0787
SAESum of the absolute errors57.045
The simple moving average model is conceptually a linear regression of the current value of Moberg Pharma AB price series against current and previous (unobserved) value of Moberg Pharma. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future

Predictive Modules for Moberg Pharma

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Moberg Pharma AB. 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
9.0917.8526.61
Details
Intrinsic
Valuation
LowRealHigh
6.9115.6724.43
Details
Bollinger
Band Projection (param)
LowMiddleHigh
16.9418.0519.15
Details

Other Forecasting Options for Moberg Pharma

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

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

Moberg Pharma AB 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 Moberg Pharma'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 Moberg Pharma's current price.

Moberg Pharma Market Strength Events

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

Moberg Pharma Risk Indicators

The analysis of Moberg Pharma'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 Moberg Pharma's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting moberg 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 Moberg Stock Analysis

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