Nestlé (Malaysia) Pink Sheet Forecast - Naive Prediction

NSLYF Stock  USD 27.00  1.35  5.26%   
The Naive Prediction forecasted value of Nestl Berhad on the next trading day is expected to be 27.42 with a mean absolute deviation of  0.16  and the sum of the absolute errors of 9.94. Nestlé Pink Sheet Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Nestlé (Malaysia) stock prices and determine the direction of Nestl Berhad's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Nestlé (Malaysia)'s historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Nestlé (Malaysia) to cross-verify your projections.
  
Most investors in Nestlé (Malaysia) 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 Nestlé (Malaysia)'s time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Nestlé (Malaysia)'s price structures and extracts relationships that further increase the generated results' accuracy.
A naive forecasting model for Nestlé (Malaysia) is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Nestl Berhad 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.

Nestlé (Malaysia) Naive Prediction Price Forecast For the 8th of May

Given 90 days horizon, the Naive Prediction forecasted value of Nestl Berhad on the next trading day is expected to be 27.42 with a mean absolute deviation of 0.16, mean absolute percentage error of 0.09, and the sum of the absolute errors of 9.94.
Please note that although there have been many attempts to predict Nestlé Pink Sheet 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 Nestlé (Malaysia)'s next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Nestlé (Malaysia) Pink Sheet Forecast Pattern

Backtest Nestlé (Malaysia)Nestlé (Malaysia) Price PredictionBuy or Sell Advice 

Nestlé (Malaysia) Forecasted Value

In the context of forecasting Nestlé (Malaysia)'s Pink Sheet 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. Nestlé (Malaysia)'s downside and upside margins for the forecasting period are 26.02 and 28.82, respectively. We have considered Nestlé (Malaysia)'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
27.00
27.42
Expected Value
28.82
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 Nestlé (Malaysia) pink sheet data series using in forecasting. Note that when a statistical model is used to represent Nestlé (Malaysia) pink sheet, 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 Criteria115.7261
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1629
MAPEMean absolute percentage error0.0065
SAESum of the absolute errors9.9369
This model is not at all useful as a medium-long range forecasting tool of Nestl Berhad. 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 Nestlé (Malaysia). 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 Nestlé (Malaysia)

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Nestlé (Malaysia). Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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, anticipate that the market will even out over time. This tendency of Nestlé (Malaysia)'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.
Hype
Prediction
LowEstimatedHigh
25.6027.0028.40
Details
Intrinsic
Valuation
LowRealHigh
24.8726.2727.67
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Nestlé (Malaysia). Your research has to be compared to or analyzed against Nestlé (Malaysia)'s peers to derive any actionable benefits. When done correctly, Nestlé (Malaysia)'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 Nestlé (Malaysia).

Other Forecasting Options for Nestlé (Malaysia)

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

Nestlé (Malaysia) 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 Nestlé (Malaysia) pink sheet to make a market-neutral strategy. Peer analysis of Nestlé (Malaysia) could also be used in its relative valuation, which is a method of valuing Nestlé (Malaysia) by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Nestlé (Malaysia) Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Nestlé (Malaysia)'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 Nestlé (Malaysia)'s current price.

Nestlé (Malaysia) Market Strength Events

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

Nestlé (Malaysia) Risk Indicators

The analysis of Nestlé (Malaysia)'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 Nestlé (Malaysia)'s investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting nestlé pink sheet 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.

Building efficient market-beating portfolios requires time, education, and a lot of computing power!

The Portfolio Architect is an AI-driven system that provides multiple benefits to our users by leveraging cutting-edge machine learning algorithms, statistical analysis, and predictive modeling to automate the process of asset selection and portfolio construction, saving time and reducing human error for individual and institutional investors.

Try AI Portfolio Architect
Check out Historical Fundamental Analysis of Nestlé (Malaysia) to cross-verify your projections.
You can also try the Technical Analysis module to check basic technical indicators and analysis based on most latest market data.

Complementary Tools for Nestlé Pink Sheet analysis

When running Nestlé (Malaysia)'s price analysis, check to measure Nestlé (Malaysia)'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 Nestlé (Malaysia) is operating at the current time. Most of Nestlé (Malaysia)'s value examination focuses on studying past and present price action to predict the probability of Nestlé (Malaysia)'s future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Nestlé (Malaysia)'s price. Additionally, you may evaluate how the addition of Nestlé (Malaysia) to your portfolios can decrease your overall portfolio volatility.
Piotroski F Score
Get Piotroski F Score based on the binary analysis strategy of nine different fundamentals
ETFs
Find actively traded Exchange Traded Funds (ETF) from around the world
Positions Ratings
Determine portfolio positions ratings based on digital equity recommendations. Macroaxis instant position ratings are based on combination of fundamental analysis and risk-adjusted market performance
Theme Ratings
Determine theme ratings based on digital equity recommendations. Macroaxis theme ratings are based on combination of fundamental analysis and risk-adjusted market performance
Money Flow Index
Determine momentum by analyzing Money Flow Index and other technical indicators
Portfolio Suggestion
Get suggestions outside of your existing asset allocation including your own model portfolios
Sign In To Macroaxis
Sign in to explore Macroaxis' wealth optimization platform and fintech modules
AI Portfolio Architect
Use AI to generate optimal portfolios and find profitable investment opportunities
Cryptocurrency Center
Build and monitor diversified portfolio of extremely risky digital assets and cryptocurrency
Competition Analyzer
Analyze and compare many basic indicators for a group of related or unrelated entities
Commodity Channel
Use Commodity Channel Index to analyze current equity momentum
Companies Directory
Evaluate performance of over 100,000 Stocks, Funds, and ETFs against different fundamentals
Please note, there is a significant difference between Nestlé (Malaysia)'s value and its price as these two are different measures arrived at by different means. Investors typically determine if Nestlé (Malaysia) is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Nestlé (Malaysia)'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.