VinFast Auto Stock Forward View

Key Indicators . Naive Prediction . Stocks . USA . 
Stock . VinFast Auto Ltd
VFS Stock   4.27  0.06  1.43%   
VinFast Auto's Naive Prediction forecast is computed from observed closing prices over the selected horizon. The accuracy statistics below distinguish a well-fitted model from one that is smoothing over meaningful price movement. The Naive Prediction model projects VinFast Auto at 4.17 for the next trading day, below the most recent closing price. The Naive Prediction output reflects statistical model results and is provided for reference purposes.
A naive forecasting model for VinFast Auto is a special case of the moving average where the smoothing period is one. The forecast for VinFast Auto Ltd on a given trading day is simply the observed closing price of the previous period. Because it uses only a single lag, this model is limited to one-period-ahead forecasts.

Naive Prediction Price Forecast For the 8th of May

Over a 90-day horizon, the Naive Prediction model forecasts VinFast Auto at 4.17 for the next trading day, with a mean absolute deviation of 0.15 , mean absolute percentage error of 0.04 , and sum of absolute errors of 9.13 .
This represents a tight forecast with good short-term tracking of VinFast Auto's price movement. This output is intended for short-term analytical reference.

Stock Forecast Pattern

Backtest VinFast Auto  VinFast Auto Price Prediction  Research Analysis  

Forecasted Value

This forecast for VinFast Auto frames the expected trading range using downside and upside bounds rather than a single point target. The model places downside around 0.89 and upside around 7.44 for the next session. The wide range indicates elevated uncertainty in short-term projections.
Market Value
4.27
0.89
Downside
4.17
Expected Value
7.44
Upside
Target Odds

Model Predictive Factors

The table below summarizes the Naive Prediction model's error metrics for VinFast Auto stock. Lower MAD and MAPE values indicate tighter forecast accuracy. AIC measures relative model quality — lower values indicate less information loss and a better-fitting model. A large Bias suggests systematic over- or under-prediction.
AICAkaike Information Criteria114.8479
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1497
MAPEMean absolute percentage error0.0424
SAESum of the absolute errors9.1326
The naive model produces a tight forecast range but offers no smoothing of noise or trend detection. It serves primarily as a baseline benchmark — if a more complex model cannot outperform the naive forecast, it may indicate that VinFast Auto price movements are largely random over the selected horizon.

Other Forecasting Options for VinFast Auto

Analyzing VinFast Auto's price movement through moving averages at different time horizons reveals whether short-term momentum aligns with the longer-term trend. Touches of the upper or lower band in VinFast Auto's chart signal overbought or oversold conditions.
Naive Prediction
Simple Exponential Smoothing
Double Exponential Smoothing
Triple Exponential Smoothing
Simple Regression
Polynomial Regression
Simple Moving Average
4 Period Moving Average
8 Period Moving Average
20 Period Moving Average

VinFast Auto Related Equities

Investors studying VinFast Auto often look at related stocks within the Consumer Discretionary space to gauge pricing and results. Checking cash flow across this peer set helps gauge VinFast Auto's relative financial strength. When VinFast Auto breaks from its peer group on a key metric, it often signals a firm-level change worth exploring. This type of review is most informative when done often to track how positions shift over time.
 Risk & Return  Correlation

VinFast Auto Market Strength Events

For investors tracking VinFast Auto Ltd, market strength indicators offer quantitative evaluation of stock behavior. When Rate of Change diverges from price direction, it often signals weakening momentum before a visible reversal in VinFast Auto.
Accumulation Distribution14500.37
Daily Balance Of Power0.4615
Rate Of Daily Change1.01
Day Median Price4.27
Day Typical Price4.27
Price Action Indicator0.035
Period Momentum Indicator0.06
Relative Strength Index57.52

VinFast Auto Risk Indicators

Analyzing VinFast Auto's basic risk indicators provides a structured view of the risk-return trade-off for vinfast auto stock. Expected shortfall estimates the average loss in the worst-case tail scenarios, going beyond what standard deviation alone captures for VinFast Auto.
Mean Deviation2.42
Semi Deviation2.23
Standard Deviation3.3
Variance10.91
Downside Variance7.13
Semi Variance4.95
Expected Short fall-3.29
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.

VinFast Auto Short Properties

Short-interest data for VinFast Auto reveals whether bearish conviction in the market is gaining traction. The practical goal is to identify when the balance between long and short participation may be changing the quality of the setup.
Common Stock Shares Outstanding2.34 billion
Cash And Short Term Investments10.95 trillion

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